Publications

  • 707 publications
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Publications in 2024
An efficient, not-only-linear correlation coefficient based on clustering   sinc_PRMG24.doi sinc_PRMG24.pdf
M. Pividori, M. Ritchie, D. H. Milone, C. Greene
Cell Systems - 2024
Assessing traditional and machine learning methods to smooth and impute device-based body condition score throughout the lactation in dairy cows  
J. O. Chelotti, H. Atashi, M. Ferrero, C. Grelet, H. Soyeurt , L. Giovanini, H. L. Rufiner, N. Gengler
Computers and Electronics in Agriculture, Volume 227 - 2024
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images   sinc_GMMSAMF24.doi sinc_GMMSAMF24.pdf
N. Gaggion, C. Mosquera, L. Mansilla, J. Saidman, M. Aineseder, D. H. Milone, E. Ferrante
Scientific Data, Number 1, page 511 - 2024
Class imbalance on medical image classification: towards better evaluation practices for discrimination and calibration performance   sinc_MFMLF24.doi sinc_MFMLF24.pdf
C. Mosquera, L. Ferrer, D. H. Milone, D. Luna, E. Ferrante
European Radiology - jun 2024
Demographically-Informed Prediction Discrepancy Index: Early Warnings of Demographic Biases for Unlabeled Populations   sinc_MCEMF24.doi sinc_MCEMF24.pdf
L. Mansilla, E. Claucich, R. Echeveste, D. H. Milone, E. Ferrante
Transactions on Machine Learning Research - 2024
Electricity demand forecast model based on meteorological and historical demand data using artificial neural networks  
M. Uhrig, L. D. Vignolo, O. Müller
(2024): ASAID – Simposio Argentino de Inteligencia Artificial y Ciencia de Datos, Volume 10 - 2024
Evaluación de modelos neuronales y estrategias de aumentación de datos para la identificación de trastornos del habla   sinc_KGV24.pdf
I. Kemmerer, M. Gerard, L. D. Vignolo
ASAID – Simposio Argentino de Inteligencia Artificial y Ciencia de Datos, Volume 10 - 2024
Evaluating large language models for annotating proteins   sinc_VBFMS24.doi sinc_VBFMS24.pdf
R. Vitale, L. A. Bugnon, E. Fenoy, D. H. Milone, G. Stegmayer
Briefings in Bioinformatics, Volume 25, Number 3 - 2024
Fully Adaptive Time-Varying Wave-Shape Model: Applications in Biomedical Signal Processing   sinc_RSVC24.doi sinc_RSVC24.pdf
J. Ruiz, G. Schlotthauer, L. D. Vignolo, M. A. Colominas
Signal Processing, Volume 214, Number 109258 - 2024
gGN: Representing the Gene Ontology as low-rank Gaussian distributions   sinc_ESM24.doi sinc_ESM24.pdf
A. Edera, G. Stegmayer, D. H. Milone
Computers in Biology and Medicine, Volume 183, page 109234 - 2024
Improved ERD Detection of EEG Sensorimotor Rhythms Through Wavelet Transform   sinc_QVTRA24.doi sinc_QVTRA24.pdf
A. Quiroga, D. Vértiz, K. Tschopp, H. L. Rufiner, R. C. Acevedo
Advances in Bioengineering and Clinical Engineering, page 3--13 - 2024
Livestock feeding behaviour: A review on automated systems for ruminant monitoring   sinc_CRFVGPRG24.doi sinc_CRFVGPRG24.pdf
J. O. Chelotti, L. Rau, M. Ferrero, L. D. Vignolo, J. Galli, A. M. Planisich, H. L. Rufiner, L. Giovanini
Biosystems Engineering, Volume 246, page 150--177 - 2024
Neurophysiologically meaningful motor imagery EEG simulation with applications to data augmentation   sinc_GSMP24.doi sinc_GSMP24.pdf
C. Galván, R. Spies, D. H. Milone, V. Peterson
IEEE Trans. on Neural Systems and Rehab. Eng. - 2024
Optimización de modelos neuronales para estimar similaridad entre compuestos mediante estrategias basadas en computación evolutiva  
T. Hermann, L. D. Vignolo, M. Gerard
ASAID – Simposio Argentino de Inteligencia Artificial y Ciencia de Datos , Volume 10 - 2024
sincFold: end-to-end learning of short- and long-range interactions in RNA secondary structure   sinc_BDGRPFCASM24.doi sinc_BDGRPFCASM24.pdf
L. A. Bugnon, L. Di Persia, M. Gerard, J. Raad, S. Prochetto, E. Fenoy, U. Chorostecki, F. Ariel, G. Stegmayer, D. H. Milone
Briefings in Bioinformatics, Volume 25, Number 4 - 2024
 
Publications in 2023
A 4μW Low-Power Audio Processor System for Real-Time Jaw Movements Recognition in Grazing Cattle   sinc_RWP23.doi sinc_RWP23.pdf
L. Rau, M. Weißbrich, G. Payá-Vayá
Journal of Signal Processing Systems, Volume 95, Number 4, page 407--424 - 2023
A full end-to-end deep approach for detecting and classifying jaw movements from acoustic signals in grazing cattle   sinc_FVVRCGGR23.doi sinc_FVVRCGGR23.pdf
M. Ferrero, L. D. Vignolo, S. R. Vanrell, L. Rau, J. O. Chelotti, J. Galli, L. Giovanini, H. L. Rufiner
Engineering Applications of Artificial Intelligence, Volume 121 - 2023
Análisis de sesgos en algoritmos de clasificación de oximetría de pulso para detección de trastornos del sueño   sinc_PFLDR23.pdf
J. Perero, E. Ferrante, L. Larrateguy, L. Di Persia, H. L. Rufiner
Argentine Symposium on Artificial Intelligence (ASAI 2023) - 52 Argentine Conference on Informatics and Operations Research (JAIIO) - 2023
AntTracker: A low-cost and efficient computer vision approach to research leaf-cutter ants behavior   sinc_SSBB23.doi sinc_SSBB23.pdf
J. A. Sabattini, F. Sturniolo, M. Bollazzi, L. A. Bugnon
Smart Agricultural Technology - 2023
City-scale model for COVID-19 epidemiology with mobility and social activities represented by a set of hidden Markov models   sinc_PGJDBR23.doi sinc_PGJDBR23.pdf
Carlos M. Pais, M. Godano, E. Juarez, A. Del Prado, J. Biurrun, H. L. Rufiner
Computers in Biology and Medicine, Volume 160 - 2023
Daylong Acoustic Recordings of Grazing and Rumination Activities in Dairy Cows   sinc_RCFGUPVGR23.doi sinc_RCFGUPVGR23.pdf
L. Rau, J. O. Chelotti, M. Ferrero, J. Galli, S.A Utsumi, A. M. Planisich, L. D. Vignolo, L. Giovanini, H. L. Rufiner
Scientific Data, Volume 10, page 782 - 2023
Extreme Learning Layer: A Boost for Spoken Digit Recognition with Spiking Neural Networks   sinc_POR23.doi sinc_POR23.pdf
I. R. Peralta, N. Odetti, H. L. Rufiner
Speech and Computer, page 3--17 - 2023
Improved ERD Detection of EEG Sensorimotor Rhythms through Wavelet Transform   sinc_QVTRA23.pdf
A. Quiroga, D. Vértiz, K. Tschopp, H. L. Rufiner, R. C. Acevedo
Anales del XXVI Congreso Argentino de Bioingeniería, SABI - 2023
Real-Time Acoustic Monitoring of Foraging Behavior of Grazing Cattle Using Low-Power Embedded Devices   sinc_RAGOB23.doi sinc_RAGOB23.pdf
L. Rau, V. Adın, L. Giovanini, B. Oelmann, S. Bader
2023 IEEE Sensors Applications Symposium (SAS), page 1--6 - 2023
Transfer learning: The key to functionally annotate the protein universe   sinc_BFERSM23.doi sinc_BFERSM23.pdf
L. A. Bugnon, E. Fenoy, A. Edera, J. Raad, G. Stegmayer, D. H. Milone
Patterns - 2023
Using segment-based features of jaw movements to recognise foraging activities in grazing cattle   sinc_CVRGUPAMGR23.doi sinc_CVRGUPAMGR23.pdf
J. O. Chelotti, S. R. Vanrell, L. Rau, J. Galli, S.A Utsumi, A. M. Planisich, S. Almirón, D. H. Milone, L. Giovanini, H. L. Rufiner
Biosystems Engineering, Volume 229, page 69-84 - 2023
 
Publications in 2022
A robust computational approach for jaw movement detection and classification in grazing cattle using acoustic signals   sinc_RCVGUPRG22.doi sinc_RCVGUPRG22.pdf
L. Rau, J. O. Chelotti, S. R. Vanrell, J. Galli, S.A Utsumi, A. M. Planisich, H. L. Rufiner, L. Giovanini
Computers and Electronics in Agriculture, Elsevier, Volume 192 - 2022
Addressing fairness in artificial intelligence for medical imaging   sinc_REF22.doi sinc_REF22.pdf
M. A. Ricci Lara, R. Echeveste, E. Ferrante
Nature Communications, Volume 13 - 2022
Anc2vec: embedding gene ontology terms by preserving ancestors relationships   sinc_EMS22.doi sinc_EMS22.pdf
A. Edera, D. H. Milone, G. Stegmayer
Briefings in Bioinformatics - feb 2022
AntVideoRecord: Autonomous system to capture the locomotor activity of leafcutter ants   sinc_SRBCSPBPS22.doi sinc_SRBCSPBPS22.pdf
J. A. Sabattini, J. M. Reta, L. A. Bugnon, J. Cerrudo, S. A. Sabattini, A. Peñalva, M. Bollazzi, M. O. Paz, F. Sturniolo
HardwareX - 2022
Augmented and virtual reality mirror therapy system for hand rehabilitation in stroke patients   sinc_SMA22.pdf
A. Spahn, C. E. Martínez, E. M. Albornoz
22nd IEEE International Symposium on Computational Intelligence and Informatics and 8th IEEE International Conference on Recent Achievements in Mechatronics, Automation, Computer Science and Robotics (CINTI-MACRo) - 2022
Automatic Extraction of Heat Maps and Goal Instances of a Basketball Game Using Video Processing   sinc_EBMA22.doi sinc_EBMA22.pdf
G. Erbele, J. Bourlot, C. E. Martínez, E. M. Albornoz
Communications in Computer and Information Science - CACIC 2021, Volume 1584, page 1--11 - 2022
Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference   sinc_EFMS22.doi sinc_EFMS22.pdf
R. Echeveste, E. Ferrante, D. H. Milone, I. Samengo
Network Neuroscience, page 1--17 - jan 2022
Comparison of neural network-based methods for similarity prediction in compounds with unknown structure   sinc_BDG22b.pdf
E. Borzone, L. Di Persia, M. Gerard
XII Argentine Congress of Bioinformatics and Computational Biology (XII CAB2C) - 2022
Conformación de una red para la internacionalización de la currícula de Procesamiento Digital de Imágenes (Ingeniería en Informática)   sinc_MA22.pdf
C. E. Martínez, E. M. Albornoz
II Congreso de Internacionalización de la Educación Superior (CIES) - 2022
Diseño y construcción de un vehículo skid-steer compatible con ROS   sinc_CSMG22.pdf
A. Capovilla, G. Sanchez, M. Murillo, L. Giovanini
XI Jornadas Argentinas de Robótica - 2022
Evaluación de un modelo neuronal para la estimación de similaridad entre compuestos a partir de representaciones one-hot   sinc_BDG22.pdf
E. Borzone, L. Di Persia, M. Gerard
23 Argentine Symposium on Artificial Intelligence (ASAI) - 51 Argentine Conference on Informatics and Operations Research (JAIIO) - 2022
exp2GO: improving prediction of functions in the Gene Ontology with expression data   sinc_DLAMS22.doi sinc_DLAMS22.pdf
L. Di Persia, T. López, A. A. Arce, D. H. Milone, G. Stegmayer
IEEE/ACM Transactions on Computational Biology and Bioinformatics, page 1--10 - 2022
Hierarchical deep learning for predicting GO annotations by integrating protein knowledge   sinc_MSMSM22.doi sinc_MSMSM22.pdf
G. Merino, R. Saidi, D. H. Milone, G. Stegmayer, M. Martín
Bioinformatics - aug 2022
Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis   sinc_GMMMF22.doi sinc_GMMMF22.pdf
N. Gaggion, L. Mansilla, C. Mosquera, D. H. Milone, E. Ferrante
IEEE Transactions on Medical Imaging - 2022
Improving path-tracking performance of an articulated tractor-trailer system using a non-linear kinematic model   sinc_MSDGG22.doi sinc_MSDGG22.pdf
M. Murillo, G. Sanchez, Nestor N. Deniz, L. Genzelis, L. Giovanini
Computers and Electronics in Agriculture, Volume 196, Number 106826 - 2022
Information Technologies in Feeding Behavior Livestock Monitoring   sinc_GR22.doi sinc_GR22.pdf
L. Giovanini, H. L. Rufiner
Springer International Publishing, page 1--12 - 2022
Multi-center anatomical segmentation with heterogeneous labels via landmark-based models   sinc_GVMF22.doi sinc_GVMF22.pdf
N. Gaggion, M. Vakalopoulou, D. H. Milone, E. Ferrante
arXiv preprint arXiv:2211.07395 - 2022
Neural model-based similarity prediction for compounds with unknown structures   sinc_BDG22a.pdf
E. Borzone, L. Di Persia, M. Gerard
Applied Informatics 5th International Conference, ICAI 2022 - 2022
Prediction of the Impact of the End of year Festivities on the Local Epidemiology of COVID-19 Using Agent-Based Simulation with Hidden Markov Models   sinc_EPSJR22.doi sinc_EPSJR22.pdf
C. Engler, Carlos M. Pais, S. Saavedra, E. Juarez, H. L. Rufiner
Computational Science and Its Applications -- ICCSA 2022, page 61--75 - 2022
Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches   sinc_BEPGRFRCGAMS22.doi sinc_BEPGRFRCGAMS22.pdf
L. A. Bugnon, A. Edera, S. Prochetto, M. Gerard, J. Raad, E. Fenoy, M. Rubiolo, U. Chorostecki, G. Gabaldon, F. Ariel, L. Di Persia, D. H. Milone, G. Stegmayer
Briefing in Bioinformatics - 2022
Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals   sinc_CDS22.doi sinc_CDS22.pdf
R. Casal, L. Di Persia, G. Schlotthauer
Journal of Computational Science, Volume 59 - 2022
Thinking out loud, an open-access EEG-based BCI dataset for inner speech recognition   sinc_NPRKS22.doi sinc_NPRKS22.pdf
N. Nieto, V. Peterson, H. L. Rufiner, J. Kamienkoski, R. Spies
Scientific Data, Springer Nature, Volume 9, Number 1, page 52 - 2022
Transfer Learning based on Optimal Transport for Motor Imagery Brain-Computer Interfaces   sinc_PNWGLMS22.doi sinc_PNWGLMS22.pdf
V. Peterson, N. Nieto, D. Wyser, R. Gassert, O. Lambercy, D. H. Milone, R. Spies
IEEE Transactions on Biomedical Engineering, Volume 69, Number 2, page 807--817 - feb 2022
Transfer learning in proteins: evaluating novel protein learned representations for bioinformatics tasks   sinc_FES22.doi sinc_FES22.pdf
E. Fenoy, A. Edera, G. Stegmayer
Briefings in Bioinformatics, Volume 23, Number 4 - 2022
 
Publications in 2021
"Thinking out loud": an open-access EEG-based BCI dataset for inner speech recognition   sinc_NPRKS21.doi sinc_NPRKS21.pdf
N. Nieto, V. Peterson, H. L. Rufiner, J. Kamienkoski, R. Spies
bioRxiv - 2021
Análisis y clasificación de ladrillos de hormigón celular a través de imágenes   sinc_ORRMA21.pdf
R. Ortiz de Zárate, L. Ríos, G. Roncaglia, C. E. Martínez, E. M. Albornoz
XXVII Congreso Argentino De Ciencias De La Computación (CACIC) - 2021
Automatic sleep staging from pulse oximeter using RNN   sinc_CDS21a.doi sinc_CDS21a.pdf
R. Casal, L. Di Persia, G. Schlotthauer
2021 29th European Signal Processing Conference (EUSIPCO), page 965--969 - 2021
Brain representation of acoustic features during goal-oriented dialogues   sinc_GNVBGK21.pdf
J. Gonzalez, N. Nieto, M. Veneziano, P. Brusco, A. Gravano, J. Kamienkoski
XIX Simposio Argentino de Inteligencia Artificial (ASAI)-JAIIO 50 - 2021
ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture   sinc_GADLLRCMCBF21.doi sinc_GADLLRCMCBF21.pdf
N. Gaggion, F. Ariel, V. Daric, É. Lambert, S. Legendre, T. Roulé, A. Camoirano, D. H. Milone, M. Crespi, T. Blein, E. Ferrante
GigaScience, Volume 10, Number 7 - 2021
City-scale model for COVID-19 epidemiology with mobility and social activities represented by a set of Hidden Markov Models   sinc_PBDR21.doi sinc_PBDR21.pdf
Carlos M. Pais, J. Biurrun, A. Del Prado, H. L. Rufiner
Scielo Preprints - 2021
Classifying sleep–wake stages through recurrent neural networks using pulse oximetry signals   sinc_CDS21.doi sinc_CDS21.pdf
R. Casal, L. Di Persia, G. Schlotthauer
Biomedical Signal Processing and Control, Volume 63 - 2021
Deep Learning for the discovery of new pre-miRNAs: helping the fight against COVID-19   sinc_BRMYAMS21.doi sinc_BRMYAMS21.pdf
L. A. Bugnon, J. Raad, G. Merino, C. Yones, F. Ariel, D. H. Milone, G. Stegmayer
Machine Learning with Applications, Volume 6 - 2021
Deepred-Mt: Deep representation learning for predicting C-to-U RNA editing in plant mitochondria   sinc_ESSM21.doi sinc_ESSM21.pdf
A. Edera, I. Small, M. Sanchez-Puerta, D. H. Milone
Computers in Biology and Medicine - 2021
Desarrollo de aplicación móvil para reconocimiento y valoración de cervezas artesanales (Undergraduate project)   sinc_PFA21.pdf
M. Paiva, E. Ferrante, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2021
Desarrollo de un sistema para neurorehabilitación basado en plataforma de balance y mini-pc (Undergraduate project)"   sinc_AAE21.pdf
C. H. Arrasin, E. M. Albornoz, A. Estepa
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2021
Domain Generalization via Gradient Surgery   sinc_MEMF21.pdf
L. Mansilla, R. Echeveste, D. H. Milone, E. Ferrante
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), page 6630--6638 - 2021
Extreme Learning Machine design for dealing with unrepresentative features   sinc_NIPRS21.doi sinc_NIPRS21.pdf
N. Nieto, F. Ibarrola, V. Peterson, H. L. Rufiner, R. Spies
Neuroinformatics, Springer - 2021
Generación de mapas de calor de un partido de básquetbol a partir del procesamiento de video   sinc_BEPMFA21.pdf
J. Bourlot, G. Erbele, E. Priemer, C. E. Martínez, E. Ferrante, E. M. Albornoz
XXVII Congreso Argentino De Ciencias De La Computación (CACIC) - 2021
Hibachi: A ROS compatible skid-steer vehicle   sinc_SMBDG21.doi sinc_SMBDG21.pdf
G. Sanchez, M. Murillo, J. Benavídez, Nestor N. Deniz, L. Giovanini
2021 XIX Workshop on Information Processing and Control (RPIC), page 1--6 - 2021
High precision in microRNA prediction: a novel genome-wide approach with convolutional deep residual networks   sinc_YRBMS21.doi sinc_YRBMS21.pdf
C. Yones, J. Raad, L. A. Bugnon, D. H. Milone, G. Stegmayer
Computers in Biology and Medicine, Volume 134 - 2021
Hybrid Graph Convolutional Neural Networks for Landmark-Based Anatomical Segmentation   sinc_GMMF21a.doi sinc_GMMF21a.pdf
N. Gaggion, L. Mansilla, D. H. Milone, E. Ferrante
Medical Image Computing and Computer Assisted Intervention -- MICCAI 2021, page 600--610 - 2021
miRe2e: a full end-to-end deep model based on transformers for prediction of pre-miRNAs   sinc_RBMS21.doi sinc_RBMS21.pdf
J. Raad, L. A. Bugnon, D. H. Milone, G. Stegmayer
Bioinformatics - 2021
New Approaches to ECG Reconstruction for Preserving Diagnostic Information   sinc_GPR21a.pdf
R. Gonzalez Tejeda, Carlos M. Pais, H. L. Rufiner
3rd International Conference on Advances in Signal Processing and Artificial Intelligence - 2021
Nonlinear Moving Horizon Estimation: Adaptive Arrival Cost with Prescribed Conditioning Number   sinc_DSMBG21.doi sinc_DSMBG21.pdf
Nestor N. Deniz, G. Sanchez, M. Murillo, J. Benavídez, L. Giovanini
2021 XIX Workshop on Information Processing and Control (RPIC) - 2021
On the relationship between research parasites and fairness in machine learning: challenges and opportunities   sinc_NLPMF21.doi sinc_NLPMF21.pdf
N. Nieto, A. Larrazabal, V. Peterson, D. H. Milone, E. Ferrante
GigaScience, Volume 10, Number 12 - 2021
Preliminary feasibility analysis of inner speech as a control paradigm for brain-computer interfaces   sinc_NRS21.pdf
N. Nieto, H. L. Rufiner, R. Spies
50º Jornadas Argentinas de Informática, Simposio Argentino de Inteligencia Artificial, ASAI 2021. - oct 2021
Procesamiento cognitivo del habla e interfaces cerebro computadora   sinc_Ruf21b.pdf
H. L. Rufiner
Technical Report , Córdoba Tech Week - sep 2021
Procesamiento cognitivo del habla e interfaces cerebro computadora   sinc_Ruf21a.pdf
H. L. Rufiner
Technical Report , XVI Jornadas de Informática en Salud, Hospital Italiano, - nov 2021
Protocolo de obtención de imágenes para detección de individuos mediante vehículos aéreos no tripulados   sinc_PAP21.pdf
G. A. Pighin, E. M. Albornoz, C. I. Piña
Comunidad de Manejo de Fauna Silvestre en la Amazonía y en Latinoamérica (COMFAUNA) - 2021
Salón de Clases Inteligente Eficiente Energéticamente   sinc_GBFCBA21.pdf
D. A. Godoy, H. Bareiro, F. Favret, G. Colloti, J. P. Blariza, E. M. Albornoz
XXIII Workshop de Investigadores en Ciencias de la Computación (WICC) - 2021
Software para la detección, el tratamiento y acompañamiento de niños con autismo (ELISMERÉS) (Undergraduate project)   sinc_RTA21.pdf
R. Rojas, D. Tito Piérola, E. M. Albornoz
Master thesis from Facultad de Ciencias Económicas - Universidad Nacional del Litoral - 2021
 
Publications in 2020
A multi-class structured dictionary learning method using discriminant atom selection   sinc_RDSR20.doi sinc_RDSR20.pdf
R.E. Rolon, L. Di Persia, R. Spies, H. L. Rufiner
Pattern Analysis and Applications, page 1--18 - 2020
A Variable Gain and Bandwidth Fully Differential CMOS Neural Preamplifier   sinc_Rau20.pdf
L. Rau
2020 Argentine Conference on Electronics (CAE), page 47--52 - 2020
An influenza epidemic model with dynamic social networks of agents with individual behaviour   sinc_LFGG20.doi sinc_LFGG20.pdf
L. López, M. Fernández, A. Gómez, L. Giovanini
Ecological Complexity, Volume 41 - 2020
An online method for estimating grazing and rumination bouts using acoustic signals in grazing cattle   sinc_CVRGPUMGR20.doi sinc_CVRGPUMGR20.pdf
J. O. Chelotti, S. R. Vanrell, L. Rau, J. Galli, A. M. Planisich, S.A Utsumi, D. H. Milone, L. Giovanini, H. L. Rufiner
Computers and Electronics in Agriculture, Volume 173 - 2020
Audio recordings dataset of grazing jaw movements in dairy cattle   sinc_VCBRMLC20.doi sinc_VCBRMLG20.pdf
S. R. Vanrell, J. O. Chelotti, L. A. Bugnon, H. L. Rufiner, D. H. Milone, E. Laca, J. Galli
Data in Brief, Volume 30 - 2020
Automatic scoring of apnea and hypopnea events using blood oxygen saturation signals   sinc_RGLDSR20.doi sinc_RGLDSR20.pdf
R.E. Rolon, I. E. Gareis, L. Larrateguy, L. Di Persia, R. Spies, H. L. Rufiner
Biomedical Signal Processing and Control, Volume 62, page 1--9 - 2020
Chemometric handling of spectral-temporal dependencies for liquid chromatography data with online registering of excitation-emission fluorescence matrices   sinc_SVG20.doi sinc_SVG20.pdf
G. Siano, L. Vera Candioti, L. Giovanini
Chemometrics and Intelligent Laboratory Systems - 2020, Volume 199, Number 103961 - 2020
Chiral x achiral multidimensional liquid chromatography. Application to the enantioseparation of dintitrophenyl amino acids in honey samples and their fingerprint classification   sinc_ASQFC20.doi sinc_ASQFC20.pdf
A. Acquaviva, G. Siano, P. Quintas, M.R. Filgueira, C.B. Castells
Journal of Chromatography A - 2019, Volume 1614, Number 460729 - 2020
Complexity measures of the mature miRNA for improving pre-miRNAs prediction   sinc_RSM20.doi sinc_RSM20.pdf
J. Raad, G. Stegmayer, D. H. Milone
Bioinformatics - 2020
Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference   sinc_EAHL20.doi sinc_EAHL20.pdf
R. Echeveste, L. Aitchison, G. Hennequin, M. Lengyel
Nature Neuroscience, Volume 23, page 1138--1149 - 2020
Cranial Implant Design via Virtual Craniectomy with Shape Priors   sinc_MNGF20.pdf
F. Matzkin, V. F. J. Newcombe, B. Glocker, E. Ferrante
Towards the Automatization of Cranial Implant Design in Cranioplasty, page 37--46 - 2020
Desarrollo de un sistema de alerta de pérdida de atención en la conducción basado en visión computacional (Undergraduate project)   sinc_FAM20.pdf
G. Farré, E. M. Albornoz, C. E. Martínez
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2020
Desarrollo de un sistema para simulación y análisis de estrés en exposiciones orales   sinc_TSMA20.pdf
H. Tonutti, E. Schmidt, C. E. Martínez, E. M. Albornoz
49 JAIIO - Simposio Argentino de Ciencia de Datos y GRANdes DAtos y Simposio Arg. de Inteligencia Artificial - 2020
Desarrollo de una aplicación móvil para la digitalización e identificación de eventos en calendarios   sinc_CGCMA20.pdf
G. Coronel, L. Gianinetto, S. Cernotto, C. E. Martínez, E. M. Albornoz
Anales del 8vo. Congreso Nacional de Ingeniería Informática – Sistemas de Información (CONAIISI) - 2020
Developments on real-time monitoring of grazing cattle feeding behavior using sound   sinc_RCVG20.pdf
L. Rau, J. O. Chelotti, S. R. Vanrell, L. Giovanini
2020 IEEE International Conference on Industrial Technology (ICIT), page 771--776 - 2020
Discriminative power of acoustic features for jaw movement classification in cattle and sheep   sinc_GMCMLCR20.doi sinc_GMCMLCR20.pdf
J. Galli, D. H. Milone, C. Cangiano, C. E. Martínez, E. Laca, J. O. Chelotti, H. L. Rufiner
Bioacoustics, Volume 29, Number 5, page 602--616 - 2020
DL4papers: a deep learning approach for the automatic interpretation of scientific articles   sinc_BYRGRMPDMS20.doi sinc_BYRGRMPDMS20.pdf
L. A. Bugnon, C. Yones, J. Raad, M. Gerard, M. Rubiolo, G. Merino, M. Pividori, L. Di Persia, D. H. Milone, G. Stegmayer
Oxford Bioinformatics - 2020
E-Personería y Vehículos Autónomos: un caso de estudio   sinc_Ruf20.pdf
H. L. Rufiner
XIII Jornadas de Derecho Judicial: “La Justicia ante los desafíos del mundo digital. Experiencias y prospectivas” - 2020
Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis   sinc_LNPMF20.doi sinc_LNPMF20.pdf
A. Larrazabal, N. Nieto, V. Peterson, D. H. Milone, E. Ferrante
Proceedings of the National Academy of Sciences - 2020
Genome-wide discovery of pre-miRNAs: comparison of recent approaches based on machine learning   sinc_BYMS20.doi sinc_BYMS20.pdf
L. A. Bugnon, C. Yones, D. H. Milone, G. Stegmayer
Oxford Briefings in Bioinformatics - 2020
HextractoR: an R package for automatic extraction of hairpins from genome-wide data   sinc_YMKSM20.doi sinc_YMKSM20.pdf
C. Yones, N. Macchiaroli, L. Kamenetzky, G. Stegmayer, D. H. Milone
bioRxiv - 2020
Learning deformable registration of medical images with anatomical constraints   sinc_MMF20.doi sinc_MMF20.pdf
L. Mansilla, D. H. Milone, E. Ferrante
Neural Networks, Volume 124, page 269--279 - 2020
Moving Horizon Estimation for GNSS-IMU sensor fusion   sinc_SMGDG20.doi sinc_SMGDG20.pdf
G. Sanchez, M. Murillo, L. Genzelis, Nestor N. Deniz, L. Giovanini
Revista Tecnología y Ciencia, page 112--122 - oct 2020
Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study   sinc_MNMKFDWRMG20.doi
M. Monteiro, V. F. J. Newcombe, F. Mathieu, Kamnitsas K., E. Ferrante, T. Das, K. Adatia, D. Rueckert, D. K. Menon, B. Glocker
The Lancet Digital Health, Volume 2, Number 6, page 314--322 - 2020
Novel SARS-CoV-2 encoded small RNAs in the passage to humans   sinc_MRBYKCAMS20.doi sinc_MRBYKCAMS20.pdf
G. Merino, J. Raad, L. A. Bugnon, C. Yones, L. Kamenetzky, J. Claus, F. Ariel, D. H. Milone, G. Stegmayer
Bioinformatics - 11 2020
PhDSeeker: Pheromone-Directed Seeker for metabolic pathways   sinc_GC20.doi sinc_GC20.pdf
M. Gerard, R.N. Comelli
BioSystems, Volume 198 - 2020
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders   sinc_LMGF20.doi sinc_LMGF20.pdf
A. Larrazabal, C. E. Martínez, B. Glocker, E. Ferrante
IEEE Transactions on Medical Imaging - 2020
Reconocimiento facial para On-Boarding Digital   sinc_AMT20.pdf
E. M. Albornoz, C. E. Martínez, C. Toledo
49 JAIIO - Simposio Jornadas de Vinculación Universidad-Industria (JUI) - 2020
Robust stability of moving horizon estimation for non-linear systems with bounded disturbances using adaptive arrival cost   sinc_DMSG20.doi sinc_DMSG20.pdf
Nestor N. Deniz, M. Murillo, G. Sanchez, L. Giovanini
IET Control Theory & Applications, Volume 14, Number 18, page 2879--2888 - 2020
Self-supervised Skull Reconstruction in Brain CT Images with Decompressive Craniectomy   sinc_MNSKNDSGF20.pdf
F. Matzkin, V. F. J. Newcombe, S. Stevenson, A. Khetani, T. Newman, R. Digby, A. Stevens, B. Glocker, E. Ferrante
Medical Image Computing and Computer Assisted Intervention -- MICCAI 2020, page 390--399 - 2020
Sistema de asistencia terapéutica para rehabilitación de manos   sinc_FSZMA20.pdf
I. Falchini, A. Spahn, V. Zacarías, C. E. Martínez, E. M. Albornoz
Anales del 8vo. Congreso Nacional de Ingeniería Informática – Sistemas de Información (CONAIISI) - 2020
Sistema de Conteo Forestal, Agrícola y Ganadero mediante procesamiento de imágenes   sinc_ACMP20.pdf
E. M. Albornoz, R. Carolo, C. E. Martínez, J. Pizarro
49 JAIIO - Simposio Jornadas de Vinculación Universidad-Industria (JUI) - 2020
 
Publications in 2019
A Brief Analysis of U-Net and Mask R-CNN for Skin Lesion Segmentation   sinc_ABAMC19.pdf
E. Alfaro, X. Bolaños Fonseca, E. M. Albornoz, C. E. Martínez, S. Calderón Ramírez
IEEE International Work Conference on Bioinspired Intelligence (IWOBI 2019) - 2019
A new Spiking Neural Network with Extreme Learning for FPGA implementation   sinc_POFRRR19.pdf
I. R. Peralta, N. Odetti, E. Filomena, J. Rufiner, N. Ricart, H. L. Rufiner
Proceedings of the X Southern Conference on Programmable Logic - SPL 2019 - apr 2019
A novel fluorimetric method for glyphosate and AMPA determination with NBD-Cl and MCR-ALS   sinc_PTSSMS19.doi sinc_PTSSMS19.pdf
A. L. Pérez, G. Tibaldo, G. H. Sánchez, G. Siano, N. R. Marsili, A. V. Schenone
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy - 2019, Volume 214, page 119--128 - 2019
A penalized time-frequency band feature selection and classification procedure for improved motor intention decoding in multichannel EEG   sinc_PWLG19.doi sinc_PWLG19.pdf
V. Peterson, D. Wyser, O. Lambercy, R. Spies, R. Gassert
Journal of neural engineering, Volume 16, Number 1 - 2019
Adaptive polytopic estimation for nonlinear systems under bounded disturbances using moving horizon   sinc_DMSG19.pdf
Nestor N. Deniz, M. Murillo, G. Sanchez, L. Giovanini
arXiv preprint arXiv:1906.10040 - 2019
Alternative usage of miRNA-biogenesis co-factors in plants at low temperatures   sinc_RLYASMM19.doi sinc_RLYASMM19.pdf
Delfina A. Ré, Patricia L.M. Lang, C. Yones, Agustín Arce, G. Stegmayer, D. H. Milone, Pablo A. Manavella
Development - 2019
Análisis automático de radiografías torácicas por medio de redes neuronales profundas   sinc_FF19.pdf
E. Fernández, E. Ferrante
Master thesis from Facultad de Ciencias Exactas y Naturales - Universidad de Buenos Aires - 2019
Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders   sinc_LMF19.pdf
A. Larrazabal, C. E. Martínez, E. Ferrante
MICCAI 2019: International Conference on Medical Image Computing and Computer-Assisted Intervention - 2019
Annotation pipeline for inferring gene functions integrating GO annotations and expression data   sinc_DMS19.pdf
L. Di Persia, D. H. Milone, G. Stegmayer
A2B2C 10th Meeting - 2019
Complejidad Geomorfológica en un Gran Humedal. Geometría Fractal del Río Paraná en su Tramo Medio   sinc_ESCAPA19.pdf
L. A. Espínola, D. Sklar, F. I. Contreras, E. M. Albornoz, A. R. Paira, H. Aimar
Anales de VII Jornadas y IV Congreso Argentino de Ecología de Paisajes y IV Foro Regional Ecovalle - Octubre 2019
Deep learning for reading and interpreting biomedical papers   sinc_BYRGRMPDMS19.pdf
L. A. Bugnon, C. Yones, J. Raad, M. Gerard, M. Rubiolo, G. Merino, M. Pividori, L. Di Persia, D. H. Milone, G. Stegmayer
A2B2C 10th Meeting - 2019
Deep neural architectures for highly imbalanced data in bioinformatics   sinc_BYMS19.doi sinc_BYMS19.pdf
L. A. Bugnon, C. Yones, D. H. Milone, G. Stegmayer
IEEE Transactions on Neural Networks and Learning Systems - 2019
Deep neural architectures for highly imbalanced data in bioinformatics   sinc_BYMS19a.pdf
L. A. Bugnon, C. Yones, D. H. Milone, G. Stegmayer
Argentine Symposium on Data Science and Big Data, AGRANDA 2019, 48º JAIIO - 2019
Desarrollo de un sistema de detección de pérdidas de atención en la conducción basado en visión computacional   sinc_FMA19.pdf
G. Farré, C. E. Martínez, E. M. Albornoz
48 JAIIO - Simposio Argentino de Imágenes y Visión (SAIV), page 35--40 - 2019
Desarrollo de un sistema para neurorehabilitación basado en plataforma de balance y mini-pc   sinc_AAM19.pdf
C. H. Arrasin, E. M. Albornoz, C. E. Martínez
48 JAIIO - 10mo Congreso Argentino de Informática y Salud (CAIS), page 28--38 - 2019
Desarrollo de una aplicación para la identificación de objetos cercanos y lectura de texto como asistencia a personas no videntes (Undergraduate project)  
L. Albretch, E. M. Albornoz, C. E. Martínez
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2019
Diseño y desarrollo de una herramienta de segmentación automática de cromosomas (Undergraduate project)   sinc_FMG19a.pdf
Sebastíán Fenoglio, C. E. Martínez, M. Gerard
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2019
Diseño y desarrollo de una herramienta para la segmentación automática en imágenes TAC de pacientes con traumatismo de cráneo mediante redes neuronales convolucionales. (Undergraduate project)   sinc_MF19.pdf
F. Matzkin, E. Ferrante
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2019
Energetic substrate availability regulates synchronous activity in an excitatory neural network   sinc_TKEKO19.pdf
D. S. Tourigny, M. K. A. Karim, R. Echeveste, M. R. N. Kotter, J. S. O Neill
PloS one, Volume 14, Number 8 - 2019
Exploring feature extraction methods for infant mood classification   sinc_VAM19.doi sinc_VAM19.pdf
L. D. Vignolo, E. M. Albornoz, C. E. Martínez
AI Communications, Volume 3, Number 32, page 191--206 - 2019
Eye corners tracking for head movement estimation   sinc_LGM19a.pdf
A. Larrazabal, C. García Cena, C. E. Martínez
IEEE International Work Conference on Bioinspired Intelligence (IWOBI 2019) - 2019
Genome-wide hairpins datasets of animals and plants for novel miRNA prediction   sinc_PWLG19.doi sinc_BYRMS19.pdf
L. A. Bugnon, C. Yones, J. Raad, D. H. Milone, G. Stegmayer
Data in Brief (in press) - 2019
Hierarchical Template Matching for 3D Myocardial Tracking and Cardiac Strain Estimation  
J. Bhalodiya, A. Palit, E. Ferrante, M. K. Tiwari, S. K. Bhudia, T. N. Arvanitis, M. A. Williams
Scientific reports, Volume 9, Number 1, page 1--13 - 2019
Improving pre-miRNA prediction with complexity measures of the mature and deep learning   sinc_RMS19.pdf
J. Raad, D. H. Milone, G. Stegmayer
A2B2C 10th Meeting - 2019
Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets  
N. Roulet, D. Fernandez Slezak, E. Ferrante
Proceedings of The 2nd International Conference on Medical Imaging with Deep Learning, Volume 102, page 401-413 - 08--10 Jul 2019
Metabolic pathways synthesis based on ant colony optimization   sinc_GSM19.pdf
M. Gerard, G. Stegmayer, D. H. Milone
XX Simposio Argentino de Inteligencia Artificial (ASAI). 48 Jornadas Argentinas de Informática (JAIIO) - UNSa - 2019
Método integral de segmentación automática de cromosomas basado en Redes Neuronales Profundas   sinc_FMG19.pdf
Sebastíán Fenoglio, C. E. Martínez, M. Gerard
Simposio Argentino de Imágenes y Visión (SAIV). 48 Jornadas Argentinas de Informática (JAIIO) - UNSa - 2019
MicroRNA prediction from genome-wide data with deep learning: a novel approach based on convolutional residual networks   sinc_YBRMS19.pdf
C. Yones, L. A. Bugnon, J. Raad, D. H. Milone, G. Stegmayer
A2B2C 10th Meeting - 2019
Penalized nonnegative representations for speech separation   sinc_ISD19a.pdf
F. Ibarrola, R. Spies, L. Di Persia
Proceedings of VII Congreso de Matemática Aplicada, Computacional e Industrial - 2019
Simultaneous state estimation and control for nonlinear systems subject to bounded disturbances   sinc_DSMG19.pdf
Nestor N. Deniz, G. Sanchez, M. Murillo, L. Giovanini
arXiv preprint arXiv:1906.10043 - 2019
Sleep-wake stages classification using heart rate signals from pulse oximetry   sinc_CDS19.doi sinc_CDS19.pdf
R. Casal, L. Di Persia, G. Schlotthauer
Heliyon, Volume 5, Number 10, page e02529 - 2019
Switching divergences for spectral learning in blind speech dereverberation   sinc_ISD19.doi sinc_ISD19.pdf
F. Ibarrola, R. Spies, L. Di Persia
IEEE/ACM Transactions on Audio, Speech, and Language Processing - 2019
TBI Lesion Segmentation in Head CT: Impact of Preprocessing and Data Augmentation   sinc_MKFA19.pdf
M. Monteiro, Kamnitsas K., E. Ferrante, et al.
MICCAI Brain Lesion Workshop - 2019
The subjective metric of remembered colors: An information-theoretical analysis of the geometry of human chromatic memory   sinc_FVCES19.pdf
M. Fonseca, N. Vattuone, F. Clavero, R. Echeveste, I. Samengo
PloS one, Volume 14, Number 1 - 2019
Towards Autonomy in Unmanned Vehicles Using Receding Horizon Strategies   sinc_MSGDG19.pdf
M. Murillo, G. Sanchez, L. Genzelis, Nestor N. Deniz, L. Giovanini
Mecánica Computacional, Volume 37, page 1861--1870 - 2019
Video-oculography eye tracking towards clinical applications: a review   sinc_LGM19.doi sinc_LGM19.pdf
A. Larrazabal, C. García Cena, C. E. Martínez
Computers in Biology and Medicine, Volume 108, page 57-66 - 2019
 
Publications in 2018
A Bayesian approach to convolutive nonnegative matrix factorization for blind speech dereverberation   sinc_IDS18.doi sinc_IDS18.pdf
F. Ibarrola, L. Di Persia, R. Spies
Signal Processing, Volume 151, page 89--98 - 2018
A comparison of feature extraction strategies using Wavelet dictionaries and feature selection methods for single trial P300-based BCI   sinc_AAGBMR18.doi sinc_AAGBMR18.pdf
R. C. Acevedo, Y. Atum, I. E. Gareis, J. Biurrun, V. Medina Bañuelos, H. L. Rufiner
Medical and Biological Engineering and Computing - 2018
A pattern recognition approach for detecting and classifying jaw movements in grazing cattle.   sinc_CVGGUR18.doi sinc_CVGGR18.pdf
J. O. Chelotti, S. R. Vanrell, J. Galli, L. Giovanini, H. L. Rufiner
Computers and Electronics in Agriculture, Volume 145, page 83--91 - 2018
A regularity-based algorithm for identifying grazing and rumination bouts from acoustic signals in grazing cattle   sinc_VCGUGRM18.doi sinc_VCGUGRM18.pdf
S. R. Vanrell, J. O. Chelotti, J. Galli, S.A Utsumi, L. Giovanini, H. L. Rufiner, D. H. Milone
Computers and Electronics in Agriculture, Volume 151, page 392--402 - 2018
Acoustic Real-time Sensor for Ingestive Behaviour of Grazing Cattle   sinc_RDCGK18.pdf
L. Rau, Nestor N. Deniz, J. O. Chelotti, L. Giovanini, P. Kler
IX Congreso de Microelectrónica Aplicada (UEA2018) - 2018
Aplicación web para delimitar zonas de manejo homogéneo en lotes productivos agrícolas   sinc_BAMGKMM18.pdf
B. Basconcel, E. M. Albornoz, N. Mastaglia, R. Galarza, A. Kemerer, R. Melchiori, C. E. Martínez
CAI 2018 - Congreso Argentino de AgroInformática . JAIIO 2018, Jornadas Argentinas de Informática, page 150--153 - 2018
Assessment of Homomorphic Analysis for Human Activity Recognition from Acceleration Signals   sinc_VMR17.doi sinc_VMR17.pdf
S. R. Vanrell, D. H. Milone, H. L. Rufiner
IEEE Journal of Biomedical and Health Informatics, page 1001--1010 - 2018
Blankets joint posterior score for learning Markov network structures.   sinc_SSMB18.doi sinc_SSMB18.pdf
F. Schluter, Y. Strappa, D. H. Milone, F. Bromberg
Int. J. of Approx. Reasoning, Volume 92, page 295--320 - 2018
Clustermatch: discovering hidden relations in highly diverse kinds of qualitative and quantitative data without standardization   sinc_PCHCSM18.doi sinc_PCHCSM18.pdf
M. Pividori, A. Cernadas, L. A. Haro, F. Carrari, G. Stegmayer, D. H. Milone
Bioinformatics - 2018
Complexity-based discrepancy measures applied to detection of apnea-hypopnea events   sinc_RGDSR18.doi sinc_RGDSR18.pdf
R.E. Rolon, I. E. Gareis, L. Di Persia, R. Spies, H. L. Rufiner
Complexity, Volume 2018 - 2018
Deep learning with ultrasound physics for fetal skull segmentation.   sinc_CSLGFMGKR18.doi sinc_CSLGFMGKR18.pdf
J. Cerrolaza, M. Sinclair, Y. Li, A. Gómez, E. Ferrante, J. Matthew, C. Gupta, C. Knight, D. Rueckert
Biomedical Imaging (ISBI 2018), 2018 IEEE 15th International Symposium on, page 564--567 - 2018
Desarrollo de librería para implementación de sistemas biométricos faciales   sinc_MAGA18.pdf
C. E. Martínez, E. M. Albornoz, G. Galanternik, E. Auchterberge
JUI - Jornadas de Vinculación Universidad - Industria. JAIIO 2018, Jornadas Argentinas de Informática, page 1--4 - 2018
Desarrollo de un sistema integral de adquisición de imágenes por dron, procesamiento y análisis para agricultura de precisión   sinc_CAM18.pdf
F. Castello, E. M. Albornoz, C. E. Martínez
CAI 2018 - Congreso Argentino de AgroInformática . JAIIO 2018, Jornadas Argentinas de Informática, page 36--48 - 2018
Disease prediction using graph convolutional networks: application to autism spectrum disorder and alzheimer’s disease.   sinc_PKFLGGR18.doi sinc_PKFLGGR18.pdf
S. Parisot, S. I. Ktena, E. Ferrante, M. Lee, R. Guerrero, B. Glocker, D. Rueckert
Medical Image Analysis - 2018
E-I balance emerges naturally from continuous Hebbian learning in autonomous neural networks   sinc_TEG18.pdf
P. Trapp, R. Echeveste, F. Guerin
Scientific reports, Volume 8, Number 1, page 8939 - 2018
Estimación del consumo en rumiantes en pastoreo utilizando redes neuronales artificiales   sinc_UGRM18.doi sinc_UGRM18.pdf
M. Uhrig, J. Galli, H. L. Rufiner, D. H. Milone
Revista Eletrônica Argentina-Brasil de Tecnologias da Informação e da Comunicação (REABTIC) - 2018
Extreme learning machines for reverse engineering of gene regulatory networks from expression time series   sinc_RMS17.doi sinc_RMS17.pdf
M. Rubiolo, D. H. Milone, G. Stegmayer
Bioinformatics, Volume 34, Number 7, page 1253--1260 - Apr 2018
Feature Set Optimisation for Infant Cry Classification   sinc_VAM18.pdf
L. D. Vignolo, E. M. Albornoz, C. E. Martínez
Advances in Artificial Intelligence - IBERAMIA 2018, page 455--466 - 2018
Furnariidae Species Classification Using Extreme Learning Machines and Spectral Information   sinc_AVSM18a.pdf
E. M. Albornoz, L. D. Vignolo, J. A. Sarquis, C. E. Martínez
Advances in Artificial Intelligence - IBERAMIA 2018, page 170--180 - 2018
Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities   sinc_STFDMMPSPSS18.doi
D. Stoyanov, Z. Taylor, E. Ferrante, A. Dalca, A. Martel, L. Maier-Hein, S. Parisot, A. Sotiras, B. Papiez, M. Sabuncu, L. Shen
Springer - 2018
Herramienta de código abierto para la construcción automática de cariogramas   sinc_VMG18a.pdf
Cristian Vizarri, C. E. Martínez, M. Gerard
IX Congreso Argentino de Informática y Salud (CAIS). 47 Jornadas Argentinas de Informática (JAIIO) - CABA - 2018
Herramienta de código abierto para la construcción automática de cariogramas (Undergraduate project)   sinc_VMG18.pdf
Cristian Vizarri, C. E. Martínez, M. Gerard
Master thesis from Facultad de Ingeniería y Ciencias Hídricas -Universidad Nacional del Litoral - 2018
Hybrid speech enhancement with wiener filters and deep LSTM Denoising Autoencoders   sinc_CGDR18.doi sinc_CGDR18.pdf
M. Coto-Jimenez, J. Goddard, L. Di Persia, H. L. Rufiner
2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI) - 2018
Identification and expression profiling of microRNAs in Hymenolepis.   sinc_MCKYBBOR18.pdf
N. Macchiaroli, M Cucher , L. Kamenetzky, C. Yones, L. A. Bugnon, M. Berriman, P. Olson, M. C. Rosenzvit
International Journal for Parasitology - 2018
Inferring unknown biological function byintegration of GO annotations and geneexpression data.   sinc_LBMGS16.doi sinc_LBMGS16.pdf
G. Leale, A Bayá, D. H. Milone, P. Granitto, G. Stegmayer
IEEE/ACM Trans. on Comp. Biology and Bioinformatics, Volume 15, Number 1, page 168--180 - 2018
Left ventricle quantification through spatio-temporal CNNs   sinc_Deb18.pdf
A. Debus, E. Ferrante
Statistical Atlases and Computational Modeling of the Heart (STACOM 2018) - 2018
Measuring complexity of biomedical signals (Editorial)   sinc_SHER18.doi sinc_SHER18.pdf
G. Schlotthauer, A. Humeau-Heurtier, J. Escudero, H. L. Rufiner
Complexity, Volume 2018 - 2018
Metabolic pathways synthesis based on ant colony optimization   sinc_GSM.doi sinc_GSM18.pdf
M. Gerard, G. Stegmayer, D. H. Milone
Scientific Reports, Volume 8, Number 1, page 16398 - 2018
Neural network pruning using discriminative information for emotion recognition   sinc_SA18.pdf
M. Sánchez-Gutiérrez, E. M. Albornoz
Advances in Artificial Intelligence - IBERAMIA 2018 - 2018
On the adaptability of unsupervised cnn-based deformable image registration to unseen image domains   sinc_FOGM18.pdf
E. Ferrante, O. Oktay, B. Glocker, D. H. Milone
International Workshop on Machine Learning in Medical Imaging, page 294--302 - 2018
Podado pre-entrenamiento de máquinas de aprendizaje extremo   sinc_NBGR18.pdf
N. Nieto, G. Bracalenti, I. E. Gareis, H. L. Rufiner
Anales del Simposio Argentino de Inteligencia Artificial (ASAI 2018 / 47 JAIIO) - 2018
Predicting novel microRNA: a comprehensive comparison of machine learning approaches   sinc_SDRGPYBRRM18.doi sinc_SDRGPYBRRM18.pdf
G. Stegmayer, L. Di Persia, M. Rubiolo, M. Gerard, M. Pividori, C. Yones, L. A. Bugnon, T. Rodriguez, J. Raad, D. H. Milone
Briefings in Bioinformatics - 2018
Segmentación automática multi-tarea de imágenes médicas utilizando redes neuronales profundas   sinc_RFF18.pdf
N. Roulet, D. Fernandez Slezak, E. Ferrante
Master thesis from Facultad de Ciencias Exactas y Naturales - Universidad de Buenos Aires - 2018
Segmentación multi-atlas de imágenes médicas con selección de atlas inteligente y control de calidad automático   sinc_MF18.pdf
L. Mansilla, E. Ferrante
XXIV Congreso Argentino de Ciencias de la Computación (La Plata, 2018). - 2018
Software para realizar agricultura de precisión aplicando procesamiento por imágenes captadas por dron (Undergraduate project)   sinc_CMA18.pdf
F. Castello, C. E. Martínez, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2018
The redemption of noise: inference with neural populations   sinc_EL18.pdf
R. Echeveste, M. Lengyel
Trends in neurosciences, Volume 41, Number 11, page 767--770 - 2018
Weakly-supervised learning of metric aggregations for deformable image registration   sinc_FDMN18.pdf
E. Ferrante, P. Dokania, R. Marini, P. Nikos
IEEE journal of biomedical and health informatics - 2018
¿Puede la Inteligencia artificial dar una “mente” a las máquinas?   sinc_Ruf18.pdf
H. L. Rufiner
SEMANA DE INVESTIGACIÓN INTERDISCIPLINAR 2018 “DEL YO A LA PERSONA” - 2018
 
Publications in 2017
A method for discriminative dictionary learning with application to pattern recognition   sinc_RRDS17.pdf
R.E. Rolon, H. L. Rufiner, L. Di Persia, R. Spies
VI Congreso de Matemática Aplicada, Computacional e Industrial (VI MACI 2017) - 2017
A Path-Planning algorithm based on receding horizon techniques.   sinc_MSGG17a.pdf
M. Murillo, G. Sanchez, L. Genzelis, L. Giovanini
IX Jornadas Argentinas de Robótica (JAR). - 2017
A Real-Time Path-Planning Algorithm based on Receding Horizon Techniques   sinc_MSGG17.doi sinc_MSGG17.pdf
M. Murillo, G. Sanchez, L. Genzelis, L. Giovanini
Journal of Intelligent and Robotic Systems, Volume 91, Number 3, page 445-457 - Sep 2017
A two-step mixed inpainting method with curvature-based anisotropy and spatial adaptivity   sinc_SI17.doi sinc_SI17.pdf
F. Ibarrola, R. Spies
Inverse Problems And Imaging, Volume 11, page 247--262 - 2017
Adaptive arrival cost update for improving Moving Horizon Estimation performance   sinc_SMG17.doi sinc_SMG17.pdf
G. Sanchez, M. Murillo, L. Giovanini
ISA Transactions, Volume 68, page 54--62 - 2017
Analysis of different discriminant measures on a penalized mix-norm classification method for ERP detection.   sinc_PRS17a.pdf
V. Peterson, H. L. Rufiner, R. Spies
VI Congreso de Matemática Aplicada, Computacional e Industrial (VI MACI 2017) - may 2017
Anatomically Constrained Neural Networks (ACNN): Application to cardiac image enhancement and segmentation   sinc_OFKHBCGCMDOKGR17.pdf
O. Oktay, E. Ferrante, K. Kamnitsas, M. Heinrich, W. Bai, J. Caballero, R. Guerrero, S. Cook, A. Marvao, T. Dawes, D. O Regan, B. Kainz, B. Glocker, D. Rueckert
IEEE Transactions on Medical Imaging - 2017
Anisotropic BV-L 2 regularization of linear inverse ill-posed problems   sinc_IMST17.doi sinc_IMST17.pdf
F. Ibarrola, G. L. Mazzieri, R. Spies, K. G. Temperini
Journal of Mathematical Analysis and Applications - 2017
Asymptotic scaling properties of the posterior mean and variance in the Gaussian scale mixture model   sinc_EHL17.pdf
R. Echeveste, G. Hennequin, M. Lengyel
arXiv - 2017
Automatic classification of Furnariidae species from the Paranaense Littoral region using speech-related features and machine learning   sinc_AVSL17.doi sinc_AVSL17.pdf
E. M. Albornoz, L. D. Vignolo, J. A. Sarquis, E. Leon
Ecological Informatics , Volume 38, page 39 - 49 - 2017
Automatic generation of photochemically induced excitation-emission-kinetic four-way data for the highly selective determination of azinphos-methyl in fruit juices   sinc_MSCG17.doi
M. Montemurro, G. Siano, M. J. Culzoni, H. C. Goicoechea
Sensors and Actuators B: Chemical - 2017, Volume 239, page 397--404 - 2017
Blind speech dereverberation using convolutive nonnegative matrix factorization with mixed penalization   sinc_SDI17.pdf
F. Ibarrola, L. Di Persia, R. Spies
Proceedings of VI MACI - 2017
Clasificación de muestras de yerba mate mediante descriptores de textura   sinc_DLSMA17.pdf
D. Deangeli, D. López, A. Senger, C. E. Martínez, E. M. Albornoz
Congreso Nacional de Ingeniería Informática - Sistemas de Información (CONAIISI) - 2017
Coherent averaging estimation autoencoders applied to evoked potentials processing   sinc_GVSR17.doi sinc_GVSR17.pdf
I. E. Gareis, L. D. Vignolo, R. Spies, H. L. Rufiner
Neurocomputing, Volume 240, page 47 - 58 - March 2017
Computational prediction of novel miRNAs from genome-wide data   sinc_SYKMM17.doi sinc_SYKMM17.pdf
G. Stegmayer, C. Yones, L. Kamenetzky, N. Macchiaroli, D. H. Milone
Springer New York, page 29--37 - 2017
Deformable registration through learning of context-specific metric aggregation   sinc_FDMP17.pdf
E. Ferrante, P. Dokania, R. Marini, N. Paragios
8th International Workshop on Machine Learning in Medical Imaging - 2017
Desarrollo de una biblioteca para sistemas basados en aprendizaje profundo mediante GP-GPU: aplicación al reconocimiento de emociones (Undergraduate project)   sinc_PRM17a.pdf
N. C. Ponzoni, H. L. Rufiner, C. E. Martínez
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2017
Desarrollo e implementación de aplicación Android para detección de roncopatı́as sobre señales de baja resolución (Undergraduate project)   sinc_PMMA17.pdf
L. Perren, M. Meurzet, D. H. Milone, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2017
Detection of the glottal closure instants using empirical mode decomposition   sinc_SPRS17.doi sinc_SPRS17.pdf
R. Sharma, S. R. M. Prasanna, H. L. Rufiner, G. Schlotthauer
Circuits, Systems, and Signal Processing - 2017
Development and evaluation of an automatic software for management zone delineation   sinc_AKGMMM17.doi sinc_AKGMMM17.pdf
E. M. Albornoz, A. Kemerer, R. Galarza, N. Mastaglia, R. Melchiori, C. E. Martínez
Precision Agriculture, page 1-14 - 2017
Dimensional affect recognition from HRV: an approach based on supervised SOM and ELM   sinc_BCM17.doi BCM17.pdf
L. A. Bugnon, R. A. Calvo, D. H. Milone
IEEE Transactions on Affective Computing - 2017
Discriminative methods based on sparse representations of pulse oximetry signals for sleep apnea–hypopnea detection   sinc_RLDSR17.doi sinc_RLDSR17.pdf
R.E. Rolon, L. Larrateguy, L. Di Persia, R. Spies, H. L. Rufiner
Biomedical Signal Processing and Control, Volume 33, page 358--367 - 2017
Distance metric learning using graph convolutional networks: Application to functional brain networks   sinc_KPFRLGR17.pdf
S. I. Ktena, S. Parisot, E. Ferrante, M. Rajchl, M. Lee, B. Glocker, D. Rueckert
International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI) - 2017
Embedded system for real-time monitoring of foraging behavior of grazing cattle using acoustic signals   sinc_PDRGCLG17.doi sinc_PDRGCLG17.pdf
Nestor N. Deniz, J. O. Chelotti, J. Galli, A. M. Planisich, M. Larripa, H. L. Rufiner, L. Giovanini
Computers and Electronics in Agriculture, Volume 138, page 167--174 - 2017
Emotion recognition in never-seen languages using a novel ensemble method with emotion profiles   sinc_AM16.doi sinc_AM16.pdf
E. M. Albornoz, D. H. Milone
IEEE Transactions on Affective Computing, Volume 8, Number 1, page 45--53 - 2017
Empirical Mode Decomposition for adaptive AM-FM analysis of Speech: A Review   sinc_SVSCRP17.doi sinc_SVSCRP17.pdf
R. Sharma, L. D. Vignolo, G. Schlotthauer, M. A. Colominas, H. L. Rufiner, S. R. M. Prasanna
Speech Communication, Volume 88, page 39--64 - 2017
Ensembles of multiple models and architectures for robust brain tumour segmentation   sinc_KBFMSPRLKRG18.pdf
K. Kamnitsas, W. Bai, E. Ferrante, S. McDonagh, M. Sinclair, N. Pawlowski, M. Rajchl, M. Lee, B. Kainz, D. Rueckert, B. Glocker
MICCAI BrainLes 2017 - 2017
Estimación del consumo en rumiantes en pastoreo utilizando redes neuronales artificiales   sinc_UGRM17a.pdf
M. Uhrig, J. Galli, H. L. Rufiner, D. H. Milone
9no Congreso de AgroInformática (CAI 2017) - 46 JAIIO - 2017
Evolutionary local improvement on genetic algorithms for feature selection   sinc_VG17.pdf
L. D. Vignolo, M. Gerard
Proceedings de XLIII CLEI - 46 JAIIO - 2017
Extreme learning machine prediction under high class imbalance in bioinformatics   sinc_RDMS17.pdf
T. Rodriguez, L. Di Persia, D. H. Milone, G. Stegmayer
Proceedings de XLIII CLEI - 46 JAIIO - 2017
Feature extraction based on bio-inspired model for robust emotion recognition   sinc_AMR17a.doi sinc_AMR17a.pdf
E. M. Albornoz, D. H. Milone, H. L. Rufiner
Soft Computing, Volume 21, Number 17, page 5145--5158 - Sep 2017
Generalized sparse discriminant analysis for event-related potential classification   sinc_PRS17.doi gsda.http sinc_PRS17.pdf
V. Peterson, H. L. Rufiner, R. Spies
Biomedical Signal Processing and Control, Volume 35, page 70--78 - 2017
Genome-wide pre-miRNA discovery from few labeled examples   sinc_YSM17.doi sinc_YSM17.pdf
C. Yones, G. Stegmayer, D. H. Milone
Bioinformatics - 2017
Graph based slice-to-volume deformable registration   sinc_FP17.pdf
E. Ferrante, N. Paragios
International Journal of Computer Vision - 2017
Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics   sinc_CAFPDPJBSNSFSDS17.doi
J. Cardoso, T. Arbel, E. Ferrante, X. Pennec, A. Dalca, S. Parisot, S. Joshi, N.K. Batmanghelich, A. Sotiras, M. Nielsen, M. Sabuncu, T. Fletcher, L. Shen, S. Durrleman, S. Sommer
Springer - 2017
High class-imbalance in pre-miRNA prediction: a novel approach based on deepSOM   SYKM16.doi sinc_SYKM16.pdf
G. Stegmayer, C. Yones, L. Kamenetzky, D. H. Milone
IEEE/ACM Trans. on Comp. Biology and Bioinformatics, Number 6, page 1316--1326 - 2017
Implementación de un framework para la construcción de redes neuronales con aprendizaje profundo. Caso de aplicación: clasificación de señales cerebrales. (Undergraduate project)   sinc_FRG17.pdf
L. J. Ferrado, H. L. Rufiner, I. E. Gareis
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2017
Medición de intensidad de tráfico mediante análisis de video (Undergraduate project)   sinc_CMA17.pdf
J. P. Ceschi, C. E. Martínez, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2017
Metabolic pathways design guided by bioinspired metaheuristics   sinc_GSM17.pdf
M. Gerard, G. Stegmayer, D. H. Milone
8vo. Congreso Argentino de Bioinformática y Biología Computacional (8CAB2C) - 2017 - 2017
Metric learning with spectral graph convolutions on brain connectivity networks   sinc_KPFRLGR17a.doi sinc_KPFRLGR17a.pdf
S. I. Ktena, S. Parisot, E. Ferrante, M. Rajchl, M. Lee, B. Glocker, D. Rueckert
NeuroImage - 2017
microRNA analysis of Taenia crassiceps cysticerci under praziquantel treatment and genome-wide identification of Taenia solium miRNAs   sinc_PMLCAMSKCR17a.doi sinc_PMLCAMSKCR17a.pdf
M. Perez, N. Macchiaroli, G. Lichtenstein, G. Conti, S. Asurmendi, D. H. Milone, G. Stegmayer, L. Kamenetzky, M Cucher , M. C. Rosenzvit
Int. J. for Parasitology, Volume 47, Number 10--11, page 643--653 - 2017
Modelado dinámico y control predictivo de un tractor articulado con implemento.   sinc_GSDMG17.pdf
L. Genzelis, G. Sanchez, Nestor N. Deniz, M. Murillo, L. Giovanini
IX Jornadas Argentinas de Robótica (JAR). - 2017
Modeling and control of an agricultural articulated vehicle carrying an implement.   sinc_GSDMG18.doi sinc_GSDMG18.pdf
L. Genzelis, G. Sanchez, Nestor N. Deniz, M. Murillo, L. Giovanini
XVII Workshop on Information Processing and Control (RPIC). - 2017
Monitoring and assessment of ingestive chewing sounds for prediction of herbage intake rate in grazing cattle   sinc_GCPLMUL17.doi sinc_GCPLMUL17.pdf
J. Galli, C. Cangiano, M. A. Pece, M. Larripa, D. H. Milone, S.A Utsumi, E. Laca
Animal - 2017
Moving horizon estimation for GNSS-IMU sensor fusion.   sinc_SMGDG17a.pdf
G. Sanchez, M. Murillo, L. Genzelis, Nestor N. Deniz, L. Giovanini
IX Jornadas Argentinas de Robótica (JAR) - 2017
MPC for nonlinear systems: a comparative review of discretization methods   sinc_SMGDG17.doi sinc_SMGDG17.pdf
G. Sanchez, M. Murillo, L. Genzelis, Nestor N. Deniz, L. Giovanini
XVII Workshop on Information Processing and Control (RPIC) - 2017
On the use of convolutive nonnegative matrix factorization with mixed penalization for blind speech dereverberation   sinc_IDS17a.doi sinc_IDS17a.pdf
F. Ibarrola, L. Di Persia, R. Spies
2017 XLIII Latin American Computer Conference (CLEI), page 1--4 - 2017
Open-Source Assisted Laboratory Automation through Graphical User Interfaces and 3D Printers: Application to Equipment Hyphenation for Higher-Order Data Generation   sinc_SMAG17.doi sinc_SMAG17.pdf
G. Siano, M. Montemurro, M. R. Alcaráz, H. C. Goicoechea
Analytical Chemistry - 2017, Volume 89, Number 20, page 10667--10672 - 2017
OpenBCI & OpenVIBE for P300 speller paradigm: a quick starting guide.   Pet17.http sinc_Pet17.pdf
V. Peterson
Technical Report , Instituto de Investigación en Señales, Sistemas e Inteligencia Computacional, sinc(i) (UNL-CONICET), Instituto de Matemática Aplicada del Litoral, IMAL (UNL-CONICET) - 2017
Post-training discriminative pruning for RBMs   sinc_SARG17a.doi sinc_SARG17a.pdf
M. Sánchez-Gutiérrez, E. M. Albornoz, H. L. Rufiner, J. Goddard
Soft Computing - 2017
Separación ciega de fuentes sonoras: revisión Histórica y desarrollos recientes   sinc_Di17.pdf
L. Di Persia
Anales de la academia nacional de ciencias exactas, fisicas y naturales, Volume 68, page 45--63 - 2017
Slice-to-volume medical image registration: A survey   sinc_FP17a.pdf
E. Ferrante, N. Paragios
Medical Image Analysis, Volume 39 - 2017
Snore Recognition Using a Reduced Set of Spectral Features   sinc_AMB17.doi sinc_ABM17.pdf
E. M. Albornoz, L. A. Bugnon, C. E. Martínez
2017 XVI Workshop on Information Processing and Control (RPIC) - 2017
Spectral graph convolutions for population-based disease prediction   sinc_PKFLGGR17.pdf
S. Parisot, S. I. Ktena, E. Ferrante, M. Lee, R. Guerrero Moreno, B. Glocker, D. Rueckert
International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI) - 2017
Third order chromatographic-excitation–emission fluorescence data: Advances, challenges and prospects in analytical applications   sinc_MSAG17.doi sinc_MSAG17.pdf
M. Montemurro, G. Siano, M. R. Alcaráz, H. C. Goicoechea
TrAC Trends in Analytical Chemistry - 2017, Volume 93, page 119--133 - 2017
Tiempo de latencia en brotes de dengue de zona templada   sinc_FCFGRP17.pdf
M. Fernández, M. Colazo, H. Fernández, I. E. Gareis, H. L. Rufiner, Carlos M. Pais
Mecánica Computacional, Volume XXXV, page 349--359 - nov 2017
 
Publications in 2016
(Hyper)-graphical models in biomedical image analysis   sinc_PFGKPZ16.pdf
N. Paragios, E. Ferrante, B. Glocker, N. Komodakis, S. Parisot, E. I. Zacharaki
Medical Image Analysis, page 102--106 - 2016
(Patent) Proceso para detectar celo en un animal rumiante y dispositivo  
L. Giovanini, H. L. Rufiner, D. H. Milone, J. Galli, J. O. Chelotti, S. R. Vanrell
Technical Report , UNL, CONICET, UNR - dec 2016
A bioinspired spectro-temporal domain for sound denoising   sinc_MGDMR16.pdf
C. E. Martínez, J. Goddard, L. Di Persia, D. H. Milone, H. L. Rufiner
17º Simposio Argentino de Inteligencia Artificial (ASAI) - 45th JAIIO, page 131--133 - sep 2016
A myiasis model for Philornis torquans (Diptera: Muscidae) and Pitangus sulphuratus (Passeriformes: Tyrannidae)   LIMBG16.doi sinc_LIMBG16.pdf
L. López, A. Izquierdo, R. Manzoli, P. Beldoménico, L. Giovanini
Ecological Modelling, Volume 328, page 62--71 - may 2016
A novel approach for highly-diverse multi-omics data fusion applied to tomato germplasm selection   sinc_PSCCCM16a.pdf
M. Pividori, G. Stegmayer, A. Cernadas, M. Conte, F. Carrari, D. H. Milone
4th ISCB-LA Bioinformatics Conference - 2016
A real-time algorithm for acoustic monitoring of ingestive behavior of grazing cattle   sinc_CVMUGCRG16a.doi sinc_CVMUGCRG16a.pdf
J. O. Chelotti, S. R. Vanrell, D. H. Milone, S.A Utsumi, J. Galli, H. L. Rufiner, L. Giovanini
Computers and Electronics in Agriculture, Volume 127, Number 64--75 - 2016
A very simple and fast way to access and validate algorithms in reproducible research.   SPM16.doi sinc_SPM16.pdf
G. Stegmayer, M. Pividori, D. H. Milone
Briefings in Bioinformatics., Volume 17, Number 1, page 180--183 - 2016
Algoritmo para el monitoreo acústico en tiempo real de la actividad alimenticia del ganado bovino   sinc_CVMUGRG16.pdf
J. O. Chelotti, S. R. Vanrell, D. H. Milone, S.A Utsumi, J. Galli, H. L. Rufiner, L. Giovanini
VIII Congreso Argentino de AgroInformática (CAI-2016) - 45 JAIIO, page 216--217 - 2016
Automatic extraction of hairpin sequences from genome-wide data   sinc_YSKM16.pdf
C. Yones, G. Stegmayer, L. Kamenetzky, D. H. Milone
4th ISCB-LA Bioinformatics Conference - nov 2016
Bio-inspired metaheuristics for automatic synthesis of novel metabolic pathways   sinc_GSM16b.pdf
M. Gerard, G. Stegmayer, D. H. Milone
4th ISCB-LA Bioinformatics Conference, page 1--2 - 2016
Cálculo de la tensión inducida en una microválvula implantable compatible con RFID por medio del método numérico de circuitos equivalentes de elementos parciales (PEEC)   sinc_RG16b.pdf
L. Rau, A. Guarnieri
Mecánica Computacional, Volume 34, Number 17, page 1149-1159 - 2016
DeepMedic for brain tumor segmentation   sinc_KFPLNCRG17a.pdf
K. Kamnitsas, E. Ferrante, S. Parisot, C. Ledig, A. V. Nori, A. Criminisi, D. Rueckert, B. Glocker
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injurie, page 138--149 - 2016
Desarrollo de un sistema de control de rutinas basado en Kinect con aplicaciones en Neurorehabilitación (Undergraduate project)   sinc_EMAS16.pdf
A. Estepa, C. E. Martínez, E. M. Albornoz, S. Sponton Piriz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2016
Design and evaluation of reduced-size feature sets for the assessment of sincerity in speech   sinc_AM16a.doi sinc_AM16a.pdf
E. M. Albornoz, C. E. Martínez
17th IEEE International Symposium on Computational Intelligence and Informatics (CINTI) - nov 2016
Development of a Kinect-based exergaming system for motor rehabilitation in neurological disorders   ESAM16.doi sinc_ESAM16.pdf
A. Estepa, S. Sponton Piriz, E. M. Albornoz, C. E. Martínez
Journal of Physics: Conference Series, Volume 705, Number 012060 - 2016
Discovery of novel pre-miRNAs: unsupervised versus supervised machine learning   sinc_SM16.pdf
G. Stegmayer, D. H. Milone
4th ISCB-LA Bioinformatics Conference - 2016
Diseño y elaboración de una base de datos pública de registros electroencefalográficos orientados a la clasificación de habla imaginada. (Undergraduate project)   sinc_PRG16.pdf
G. Pressel-Coreto, H. L. Rufiner, I. E. Gareis
Master thesis from Universidad Nacional de Entre Ríos - Facultad de Ingeniería - 2016
Diversity control for improving the analysis of consensus clustering   sinc_PSM16.doi sinc_PSM16.pdf
M. Pividori, G. Stegmayer, D. H. Milone
Information Sciences - 2016
Drifting states and synchronization induced chaos in autonomous networks of excitable neurons   sinc_EEG16.pdf
R. Echeveste, S. Eckmann, C. Gros
Frontiers in computational neuroscience, Volume 10, page 98 - 2016
Ensamble de agrupamientos con aplicaciones en bioinformática   sinc_Piv16.pdf
M. Pividori
PhD thesis from Universidad Tecnológica Nacional - Facultad Regional Santa Fe - 2016
Evolutionary algorithm for metabolic pathways synthesis   sinc_GSM16.doi sinc_GSM16.pdf
M. Gerard, G. Stegmayer, D. H. Milone
BioSystems, Volume 144, page 55--67 - 2016
Evolutionary algorithm for metabolic pathways synthesis   sinc_GSM16a.pdf
M. Gerard, G. Stegmayer, D. H. Milone
XVII Simposio Argentino de Inteligencia Artificial - 45 Jornadas Argentinas de Informática, page 136--138 - 2016
Extreme learning machines for discovering gene regulatory networks from temporal profiles of expression   sinc_RMS16a.pdf
M. Rubiolo, D. H. Milone, G. Stegmayer
4th ISCB-LA Bioinformatics Conference, page 1--2 - 2016
Feature optimisation for stress recognition in speech   sinc_VPDRM16.doi sinc_VPDRM16.pdf
L. D. Vignolo, S. R. M. Prasanna, S. Dandapat, H. L. Rufiner, D. H. Milone
Pattern Recognition Letters, Volume 84, page 1--7 - dec 2016
Furnariidae species recognition using speech-related features and machine learning   sinc_VSLA16.pdf
L. D. Vignolo, J. A. Sarquis, E. Leon, E. M. Albornoz
17th Argentine Symposium on Artificial Intelligence (ASAI) - 45th JAIIO - sep 2016
Iterated non-linear model predictive control based on tubes and contractive constraints   MSG16.doi sinc_MSG16.pdf
M. Murillo, G. Sanchez, L. Giovanini
ISA Transactions, Volume 62, page 120 --128 - feb 2016
MicroRNA discovery in the human parasite Echinococcus multilocularis from genome-wide data   sinc_KSMMYM16.doi sinc_KSMMYM16.pdf
L. Kamenetzky, G. Stegmayer, L. Maldonado, N. Macchiaroli, C. Yones, D. H. Milone
Genomics, Volume 107, Number 6, page 274--280 - 2016
Mining gene regulatory networks by neural modeling of expression timeseries   sinc_RMS16.pdf
M. Rubiolo, D. H. Milone, G. Stegmayer
XVII Simposio Argentino de Inteligencia Artificial - 45 Jornadas Argentinas de Informática, page 128--130 - 2016
Modelado y Control de un Vehículo Aéreo no Tripulado Híbrido   sinc_GMG16.pdf
L. Genzelis, M. Murillo, L. Giovanini
25º Congreso Argentino de Control Automático - 2016
Multi-objective optimisation of wavelet features for phoneme recognition   sinc_VRM16.doi VRM16.doi sinc_VRM16.pdf
L. D. Vignolo, H. L. Rufiner, D. H. Milone
IET Signal Processing, Volume 10, Number 6, page 685--691 - 2016
Multi-objective optimisation of wavelet features for phoneme recognition   sinc_VRM16a.pdf
L. D. Vignolo, H. L. Rufiner, D. H. Milone
17th Argentine Symposium on Artificial Intelligence (ASAI) - 45th JAIIO - nov 2016
New index for clustering validation with overlapped clusters   sinc_CSM16.doi sinc_CSM16.pdf
D. N. Campo, G. Stegmayer, D. H. Milone
Expert Systems With Applications, Volume 64, page 549--556 - 2016
Non-negative matrix factorization for prediction of gene annotations   sinc_DLSM16.pdf
L. Di Persia, G. Leale, G. Stegmayer, D. H. Milone
4th ISCB-LA Bioinformatics Conference - 2016
Novel microRNA discovery from genome-wide data: a computational pipeline with unsupervised machine learning   sinc_SYKMPRM16.pdf
G. Stegmayer, C. Yones, L. Kamenetzky, N. Macchiaroli, M. Perez, M. C. Rosenzvit, D. H. Milone
4th ISCB-LA Bioinformatics Conference - 2016
Online Bengali Handwritten Numerals Recognition Using Deep Autoencoders   sinc_PKMCPRB16.pdf
Arghya Pal, B. K. Khonglah, S. Mandal, Himakshi Choudhury, S. R. M. Prasanna, H. L. Rufiner, Vineeth N. Balasubramanian
Proc. of the 22nd National Conference on Communications (NCC 2016) - mar 2016
Open Access database of EEG signals recorded during imagined speech   sinc_PGR16.pdf
G. Pressel-Coreto, I. E. Gareis, H. L. Rufiner
12th International Symposium on Medical Information Processing and Analysis (SIPAIM) - 2016
Pigmented skin lesion segmentation based on sparse texture representations   sinc_AM16b.doi sinc_AM16b.pdf
E. M. Albornoz, C. E. Martínez
12th International Symposium on Medical Information Processing and Analysis (SIPAIM) - dec 2016
Prior-based coregistration and cosegmentation   sinc_SFTLKKP16.pdf
M. Shakeri, E. Ferrante, S. Tsogkas, S. Lippe, S. Kadoury, I. Kokkinos, N. Paragios
International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI) - 2016
Rigid slice-to-volume medical image registration through markov random fields   sinc_PSPF16.pdf
R. Porchetto, F. Stramana, N. Paragios, E. Ferrante
Bayesian and Graphical Models for Biomedical Imaging Workshop, BAMBI - MICCAI - 2016
Sistema de análisis de video para medición automática de intensidad de tráfico   sinc_CMA16.pdf
J. P. Ceschi, C. E. Martínez, E. M. Albornoz
10mo Simposio de Informática en el Estado (SIE) - 45th JAIIO, page 248--260 - sep 2016
Software para delimitar zonas de manejo: evaluación agronómica comparativa   sinc_KMGMMA16.pdf
A. Kemerer, R. Melchiori, R. Galarza, N. Mastaglia, C. E. Martínez, E. M. Albornoz
8º Congreso de AgroInformática (CAI) - 45th JAIIO, page 257--258 - sep 2016
Sub-cortical brain structure segmentation using F-CNNS   sinc_SFTLKKP16.pdf
M. Shakeri, S. Tsogkas, E. Ferrante, S. Lippe, S. Kadoury, N. Paragios, I. Kokkinos
International Symposium on Biomedical Imaging (ISBI) - 2016
Using multiple frequency bins for stabilization of FD-ICA algorithms.   sinc_DM16.doi sinc_DM16.pdf
L. Di Persia, D. H. Milone
Signal Processing., Volume 119, page 162--168 - 2016
 
Publications in 2015
(Patent) Method for monitoring, measuring and evaluating grazing and rumination activities of ruminants and a device for implement it  
D. H. Milone, H. L. Rufiner, J. Galli, L. Giovanini
Technical Report , UNL, CONICET, UNR - may 2015
(Patent) Un método y un dispositivo para detectar, clasificar y cuantificar en tiempo real la actividad alimenticia de animales rumiantes  
L. Giovanini, H. L. Rufiner, D. H. Milone, J. Galli, J. O. Chelotti, S. R. Vanrell
Technical Report , UNL, CONICET, UNR - dec 2015
A method for atoms selection applied to screening for sleep disorders   sinc_RDRS15a.pdf
R.E. Rolon, L. Di Persia, H. L. Rufiner, R. Spies
Pan-American congress on computational mechanics (PANACM 2015) - 2015
Ad-hoc Gaussian Dictionaries for Sparse Representation of Evoked Related Potentials   sinc_PRS15.pdf
V. Peterson, H. L. Rufiner, R. Spies
1.st Pan-american Congress on Computational Mechanics - apr 2015
An objective function for self-limiting neural plasticity rules   sinc_EG15a.pdf
R. Echeveste, C. Gros
ESANN 2015 Proceedings - 2015
Cluster Ensembles for Big Data Mining Problems   sinc_PSM15.pdf
M. Pividori, G. Stegmayer, D. H. Milone
Argentine Symposium on Big Data, 44 JAIIO (Argentine Conference on Informatics) - 2015
Denoising sound signals in a bioinspired non-negative spectro-temporal domain   MGDMR14.doi sinc_MGDMR15.pdf
C. E. Martínez, J. Goddard, L. Di Persia, D. H. Milone, H. L. Rufiner
Digital Signal Processing, Volume 38, page 22--31 - jan 2015
Desarrollo de una biblioteca para el procesamiento de imágenes utilizando tecnologías web   sinc_FMA15.pdf
A. Fort Villa, C. E. Martínez, E. M. Albornoz
16th Argentine Symposium on Software Engineering (ASSE) - 44th JAIIO - sep 2015
Design of control and navigation systems for unmanned aerial vehicles using virtual simulation   sinc_Mur15.pdf
M. Murillo
PhD thesis from Universidad Nacional del Litoral - feb 2015
Development of a Kinect-based exergaming system for motor rehabilitation in neurological disorders   sinc_ESAM15.pdf
A. Estepa, S. Sponton Piriz, E. M. Albornoz, C. E. Martínez
XX Congreso Argentino de Bioingeniería y IX Jornadas de Ingeniería Clínica (SABI) - oct 2015
Development of an Open Source Library to Perform Video Synopsis   sinc_OPOMA15.doi sinc_OPOMA15.pdf
José Olivera, N. C. Ponzoni, Eduardo Oliva, C. E. Martínez, E. M. Albornoz
2015 XVI Workshop on Information Processing and Control (RPIC), page 1--4 - oct 2015
Digitalización de señales  
L. Di Persia
Advances in Adaptive Data Analysis - 2015
Discovering network relations in big time series with application to bioinformatics   sinc_RMS15.pdf
M. Rubiolo, D. H. Milone, G. Stegmayer
Primer Simposio Argentino de Grandes Datos AGRANDA 2015, 44 JAIIO Jornadas Argentinas de Informática, page 41--42 - 2015
Evaluation of sound-based detection of rumination in grazing dairy cows.   sinc_UGMRG15.pdf
S.A Utsumi, J. Galli, D. H. Milone, H. L. Rufiner, L. Giovanini
ASAS-ADSA Joint Annual Meeting - jul 2015
EvoMS: an evolutionary tool to find de novo metabolic pathways.   GSM15.doi sinc_GSM15.pdf
M. Gerard, G. Stegmayer, D. H. Milone
BioSystems, Number 134, page 43--47 - 2015
Generalized Nonlinear Optimal Predictive Control Using Iterative State-Space Trajectories: Applications to Autonomous Flight of UAVs   sinc_MLRG15.doi sinc_MLRG15.pdf
M. Murillo, A. Limache, E. Rojas Fredini, L. Giovanini
International Journal of Control, Automation, and Systems, Volume 13, Number 2, page 361--370 - apr 2015
Implementación de una biblioteca para el procesamiento de imágenes desarrollada con tecnologías web   sinc_FAM15.pdf
A. Fort Villa, E. M. Albornoz, C. E. Martínez
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2015
Implicit planar and in-plane deformable mapping in medical images through high order graphs   sinc_FFP15.pdf
E. Ferrante, V. Fecamp, N. Paragios
12th IEEE International Symposium on Biomedical Imaging (ISBI) - 2015
L1-Norm Regularization for Sparse Representation and P300 Wave Detection in Brain-Computer Interfaces   sinc_PRS15a.pdf
V. Peterson, H. L. Rufiner, R. Spies
V Congreso de Matemática Aplicada, Computacional e Industrial - may 2015
Metabolic analyses of interspecific tomato recombinant inbred lines for fruit quality improvement   LZPSBCBCRPZFMAVC15.doi LZPSBCBCRPZFMAVC15.pdf
M. G. López, M.I. Zanor, G.R. Pratta, G. Stegmayer, S.B. Boggio, M. Conte, L. Bermudez, C. Coluccio Leskow, G.R. Rodríguez, L.A. Picardi, R. Zorzoli, A. Fernie, D. H. Milone, R. Asís, E.M. Valle, F. Carrari
Metabolomics, Volume 11, Number 5, page 1416--1431 - oct 2015
Mining gene regulatory networks by neural modeling of expression time-series   RSM15.doi sinc_RSM15.pdf
M. Rubiolo, G. Stegmayer, D. H. Milone
IEEE IEEE/ACM Transactions on Computational Biology and Bioinformatics, Volume 12, Number 6, page 1365--1373 - 2015
miRNAfe: a comprehensive tool for feature extraction in microRNA prediction   YSKM15a.doi mirnafe.http feature_list.pdf sinc_YSKM15a.pdf
C. Yones, G. Stegmayer, L. Kamenetzky, D. H. Milone
BioSystems, Volume 138, page 1--5 - oct 2015
miRNAfe: a tool for feature extraction in pre-miRNA prediction   sinc_YSKM15.pdf
C. Yones, G. Stegmayer, L. Kamenetzky, D. H. Milone
VI Argentinian Conference on Bioinformatics and Computational Biology - oct 2015
miRNAss: a semi-supervised approach for microRNA prediction   sinc_YSM15.pdf
C. Yones, G. Stegmayer, D. H. Milone
VI Argentinian Conference on Bioinformatics and Computational Biology - oct 2015
Slice-to-volume deformable registration: efficient one-shot consensus between plane selection and in-plane deformation   sinc_FFP15a.pdf
E. Ferrante, V. Fecamp, N. Paragios
International Journal for Computer Assisted Radiology and Surgery - 2015
The Fisher Information as a Neural Guiding Principle for Independent Component Analysis   sinc_EEG15.pdf
R. Echeveste, S. Eckmann, C. Gros
Entropy, Volume 17, Number 6, page 3838--3856 - 2015
Two Alternatives For Atoms Selection Applied To Screening For Sleep Disorders   sinc_RDRS15.pdf
R.E. Rolon, L. Di Persia, H. L. Rufiner, R. Spies
V Congreso de Matemática Aplicada, Computacional e Industrial (V MACI 2015) - may 2015
Two-trace model for spike-timing dependent synaptic plasticity   sinc_EG15.pdf
R. Echeveste, C. Gros
Neural computation, Volume 27, Number 3, page 672--698 - 2015
Wavelet shrinkage using adaptive structured sparsity constraints   TMN15.doi sinc_TMN15.pdf
D. R. Tomassi, D. H. Milone, J. D. B. Nelson
Signal Processing, Volume 106, page 73--87 - jun 2015
 
Publications in 2014
(Patent) Procedimiento para el monitoreo, cuantificación y evaluación de actividades de pastoreo y rumia realizadas por rumiantes y dispositivo para ejecutarlo.  
D. H. Milone, H. L. Rufiner, J. Galli, L. Giovanini
Technical Report , UNL, CONICET, UNR - may 2014
3D acceleration for heat detection in dairy cows   sinc_VCGRM14b.pdf
S. R. Vanrell, J. O. Chelotti, J. Galli, H. L. Rufiner, D. H. Milone
Congreso Argentino de Agroinformática (CAI 2014) - 43º JAIIO, page 121--134 - 2014
A Method for Daily Normalization in Emotion Recognition   sinc_BCM14.pdf
L. A. Bugnon, R. A. Calvo, D. H. Milone
15th Argentine Symposium on Technology, AST 2014, 43º JAIIO, page 48--59 - 2014
A Method to Improve the Analysis of Cluster Ensembles   sinc_PSM14.pdf
M. Pividori, G. Stegmayer, D. H. Milone
Revista Iberoamericana de Inteligencia Artificial, Volume 17, Number 53, page 46--56 - 2014
Addressing population heterogeneity and distribution in epidemics models using a cellular automata approach   LBG14.doi sinc_LBG14.pdf
L. López, G. Burguerner, L. Giovanini
BMC Research Notes, Volume 7, Number 1, page 234 - abr 2014
Análisis de estabilidad en clusters solapados   sinc_CSM14.pdf
D. N. Campo, G. Stegmayer, D. H. Milone
Revista Iberoamericana de Inteligencia Artificial, Volume 17, Number 53, page 79--89 - 2014
Control Predictivo No Lineal Aplicado a un Vehículo Aéreo no Tripulado tipo Cuadricóptero   sinc_SMG14.pdf
G. Sanchez, M. Murillo, L. Giovanini
24º Congreso Argentino de Control Automático - oct 2014
Deep Learning for Emotional Speech Recognition   sinc_SAMRG14.doi sinc_SAMRG14.pdf
M. Sánchez-Gutiérrez, E. M. Albornoz, F. M. Martínez, H. L. Rufiner, J. Goddard
6th Mexican Conference on Pattern Recognition (MCPR2014), page 311--320 - jun 2014
Desarrollo de algoritmos evolutivos para el descubrimiento de relaciones en datos metabólicos   sinc_Ger14.pdf
M. Gerard
PhD thesis from Universidad Nacional del Litoral - 2014
Desarrollo de nuevos modelos y algoritmos basados en redes neuronales para tareas de minería de datos   sinc_Rub14.pdf
M. Rubiolo
PhD thesis from Universidad Tecnológica Nacional - mar 2014
Desarrollo de un sistema de navegación basado en visión estéreo R R utilizando Lego Mindstorms NXT (Undergraduate project)   sinc_SMS14.pdf
A. Sartori, C. E. Martínez, G. Sanchez
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2014
Desarrollo de una biblioteca de extracción de características de datos biológicos secuenciales. (Undergraduate project)   sinc_YM14.pdf
C. Yones, D. H. Milone
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral. - 2014
Desarrollo e implementación de un dispositivo de adquisición y almacenamiento de sonidos para ganadería de precisión   sinc_CCVRG14.pdf
J. O. Chelotti, C. H. Arrasin, S. R. Vanrell, H. L. Rufiner, L. Giovanini
Congreso Argentino de Agroinformática (CAI 2014) - 43º JAIIO, page 135--149 - 2014
Development of a Library for Sound Classification Using Spiking Neural Network   sinc_MPMR15.pdf
J. T. Molas Giménez, I. R. Peralta, C. E. Martínez, H. L. Rufiner
VI Latin American Congress on Biomedical Engineering CLAIB 2014, Volume 49, page 651--654 - 2014
Generating functionals for computational intelligence: the Fisher information as an objective function for self-limiting Hebbian learning rules   sinc_EG14.pdf
R. Echeveste, C. Gros
Frontiers in Robotics and AI, Volume 1, page 1 - 2014
Genetic Feature Selection for a P300 Brain Computer Interface   sinc_ABRA14.pdf
Y. Atum, J. Biurrun, H. L. Rufiner, R. C. Acevedo
Anales del VI Congreso Latinoamericano de Ingeniería Biomédica (CLAIB 2014), page 165 - oct 2014
Image restoration with a half-quadratic approach to mixed weighted smooth and anisotropic bounded variation regularization   sinc_IS14.doi sinc_IS14.pdf
F. Ibarrola, R. Spies
SOP Transactions on Applied Mathematics, page 57--95 - 2014
Improving clustering with metabolic pathway data   MSLKC14.doi MSLKC14.http sinc_MSLKC14.pdf
D. H. Milone, G. Stegmayer, M. G. López, L. Kamenetzky, F. Carrari
BMC Bioinformatics, Volume 15, Number 101 - 2014
Local Discriminant Wavelet Packet Basis for Signal Classification in Brain Computer Interface   sinc_PARS14.pdf
V. Peterson, R. C. Acevedo, H. L. Rufiner, R. Spies
Anales del VI Congreso Latinoamericano de Ingeniería Biomédica (CLAIB 2014), page 279 - oct 2014
Método de Screening para la detección de SAHOS utilizando Selección de Funciones Discriminativas   sinc_LRDSR14.pdf
L. Larrateguy, R.E. Rolon, L. Di Persia, R. Spies, H. L. Rufiner
Revista Americana de Medicina Respiratoria, Volume 2014, Number 27-123, page 99 - 2014
Most discriminative atom selection for apnea-hypopnea events detection   RDRS14.pdf
R.E. Rolon, L. Di Persia, H. L. Rufiner, R. Spies
Anales del VI Congreso Latinoamericano de Ingeniería Biomédica (CLAIB 2014), page 709--712 - oct 2014
Multimodal Emotion Recognition using Deep Networks   sinc_FAMGR14.pdf
C. Fadil, R. Alvarez, C. E. Martínez, J. Goddard, H. L. Rufiner
Anales del VI Congreso Latinoamericano de Ingeniería Biomédica (CLAIB 2014), page 355 - oct 2014
Multimodal Emotion Recognition Using Deep Networks   sinc_FAMGR15.pdf
C. Fadil, R. Alvarez, C. E. Martínez, J. Goddard, H. L. Rufiner
VI Latin American Congress on Biomedical Engineering CLAIB 2014, Volume 49, page 813--816 - 2014
Observer-based adaptive control using multiple-models switching and tuning   GSB14.doi sinc_GSB14.pdf
L. Giovanini, G. Sanchez, M. Benosman
Control Theory & Applications, Volume 8, Number 4, page 235--247 - 2014
Reconocimiento automático de emociones en contenido multimedia (Undergraduate project)   sinc_AFRM14.pdf
R. Alvarez, C. Fadil, H. L. Rufiner, C. E. Martínez
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2014
Screening of obstructive sleep apnea with empirical mode decomposition of pulse oximetry.   SDLM14.doi sinc_SDLM14.pdf
G. Schlotthauer, L. Di Persia, L. Larrateguy, D. H. Milone
Medical Engineering & Physics - apr 2014
Segmentation of pigmented skin lesions using Non-negative Matrix Factorization   sinc_CSMD14.pdf
P. Cavalcanti, J. Scharcanski, C. E. Martínez, L. Di Persia
In Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, page 72--75 - may 2014
Spoken emotion recognition using deep learning   sinc_ASMRG14.doi sinc_ASMRG14.pdf
E. M. Albornoz, M. Sánchez-Gutiérrez, F. M. Martínez, H. L. Rufiner, J. Goddard
19th Iberoamerican Congress on Pattern Recognition (CIARP 2014) - nov 2014
Wavelet Packet and Matched Filter inspired QRS Detector   sinc_PR14.pdf
Carlos M. Pais, H. L. Rufiner
Anales del VI Congreso Latinoamericano de Ingeniería Biomédica (CLAIB 2014), page 403 - oct 2014
 
Publications in 2013
(Patent) Un procedimiento para la determinación del Índice de desaturación por Hora (IDH) y un dispositivo para llevar a cabo dicha determinación.  
D. H. Milone, L. Di Persia, G. Schlotthauer, Carlos M. Pais, L. Larrateguy
Technical Report , UNL, CONICET, Cardiocom. - sep 2013
A cellular automata to model epidemics   sinc_LBG13.pdf
L. López, G. Burguerner, L. Giovanini
4to Congreso Argentino de Informatica y Salud (CAIS) - 42º JAIIO, page 150--161 - 2013
A novel clustering approach for biological data using a new distance based on Gene Ontology   sinc_LMBGS13.pdf
G. Leale, D. H. Milone, A Bayá, P. Granitto, G. Stegmayer
Argentine Symposium on Artificial Intelligence (ASAI 2013) - 42º JAIIO - 2013
A Novel Method to Control the Diversity in Cluster Ensembles   sinc_PSM13.pdf
M. Pividori, G. Stegmayer, D. H. Milone
Argentine Symposium on Artificial Intelligence (ASAI 2013) - 42º JAIIO, page 121--132 - 2013
An evolutionary approach for searching metabolic pathways   GSM13.doi GSM13.http sinc_GSM13.pdf
M. Gerard, G. Stegmayer, D. H. Milone
Computers in Biology and Medicine, Volume 43, Number 11, page 1704--1712 - nov 2013
Aplicación turística para dispositivos móviles basada en técnicas de visión computacional   sinc_SAM13.pdf
P. Sosa, E. M. Albornoz, C. E. Martínez
XIX Congreso Argentino de Ciencias de la Computación (CACIC), page 376--384 - oct 2013
Automatic recognition of quarantine citrus diseases   SMGB12.doi sinc_SMGB12.pdf
G. Stegmayer, D. H. Milone, S. Garran, L. Burdyn
Expert Systems With Applications, Volume 40, page 3512--3517 - 2013
Classification of ASR Word Hypotheses Using Prosodic Information and Resampling of Training Data   sinc_AMRL13.pdf
E. M. Albornoz, D. H. Milone, H. L. Rufiner, R. López-Cózar
Latin American Applied Research, Volume 43, Number 3 - 2013
Clustering biological data with SOMs: on topology preservation in non-linear dimensional reduction   MSKLC12.doi sinc_MSKLC12.pdf
D. H. Milone, G. Stegmayer, L. Kamenetzky, M. G. López, F. Carrari
Expert Systems With Applications, Volume 40, page 3841--3845 - 2013
Compressing arrays of classifiers using Volterra-Neural Network: application to face recognition   RSM12.doi sinc_RSM12.pdf
M. Rubiolo, G. Stegmayer, D. H. Milone
Neural Computing & Applications, Volume 23, Number 6, page 1687--1701 - 2013
Consensus clustering from heterogeneous measures of S. Lycopersicum   sinc_PSCM13.pdf
M. Pividori, G. Stegmayer, F. Carrari, D. H. Milone
4to. Congreso Argentino de Bioinformática y Biología Computacional (4CAB2C) - 2013
CONTROL LONGITUDINAL PARA VUELO AUTÓNOMO DE AVIONES BASADO EN EL ALGORITMO PROPORCIONAL-INTEGRAL-DERIVATIVO (PID)   sinc_MLGR13.pdf
M. Murillo, A. Limache, L. Giovanini, E. Rojas Fredini
Mecánica Computacional, Volume 32, page 2655--2664 - nov 2013
Desarrollo de un método para delimitar zonas de manejo dentro de un lote productivo agrícola a través del procesamiento de datos georreferenciados (Undergraduate project)   sinc_GMMAK13.pdf
R. Galarza, N. Mastaglia, C. E. Martínez, E. M. Albornoz, A. Kemerer
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2013
Desarrollo de un software de procesamiento digital de imágenes para dispositivos móviles con aplicaciones en turismo (Undergraduate project)   sinc_SAM13a.pdf
P. Sosa, E. M. Albornoz, C. E. Martínez
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2013
Detección de potenciales evocados relacionados a eventos en interfaces cerebro-computadora mediante transformada wavelet   sinc_PAJGAR13.pdf
V. Peterson, Y. Atum, F. Jauregui, I. E. Gareis, R. C. Acevedo, H. L. Rufiner
Revista Ingeniería Biomédica, Volume 7, Number 14, page 50--58 - 2013
Evaluation of a new model for vowels synthesis with perturbations in acoustic parameters   sinc_ASRT12.pdf
G. A. Alzamendi, G. Schlotthauer, H. L. Rufiner, M. E. Torres
Latin American Applied Research, Volume 43, Number 3 - jul 2013
Extracción de Características en Interfaces Cerebro Computadoras mediante Distribuciones Tiempo-Frecuencia: Resultados preliminares   sinc_QAR13.pdf
M.A. Quiroga, R. C. Acevedo, H. L. Rufiner
Memorias del XIX Congreso Argentino de Bioingeniería y VIII Jornadas de Ingeniería Clínica (SABI 2013) - sep 2013
Feature selection for face recognition based on multi-objective evolutionary wrappers   VMS13.doi sinc_VMS13.pdf
L. D. Vignolo, D. H. Milone, J. Scharcanski
Expert Systems with Applications, Volume 40, Number 13, page 5077--5084 - 2013
Genetic wavelet packets for speech recognition   VMR12.doi sinc_VMR12.pdf
L. D. Vignolo, D. H. Milone, H. L. Rufiner
Expert Systems with Applications, Volume 40, Number 6, page 2350 - 2359 - 2013
Genetic Wrapper Approach for Automatic Diagnosis of Speech Disorders related to Autism   sinc_AVMM13.doi sinc_AVMM13.pdf
E. M. Albornoz, L. D. Vignolo, C. E. Martínez, D. H. Milone
14th IEEE International Symposium on Computational Intelligence and Informatics (CINTI) - nov 2013
Hierarchical Clustering and Classification of Emotions in Human Speech Using Confusion Matrices   RSRAVMG13.doi sinc_RSRAVMG13.pdf
M. Reyes-Vargas, M. Sánchez-Gutiérrez, H. L. Rufiner, E. M. Albornoz, L. D. Vignolo, F. M. Martínez, J. Goddard
Lecture Notes in Artificial Intelligence, Volume 8113, page 162--169 - 2013
Identificación automática de zonas de manejo en lotes productivos agrícolas   sinc_GMAM13.pdf
R. Galarza, N. Mastaglia, E. M. Albornoz, C. E. Martínez
5to Congreso Argentino de Agroinformática (CAI) - 42da. JAIIO - sep 2013
Método para detección y seguimiento de objetos con aplicaciones en Realidad Aumentada (Undergraduate project)   sinc_PAM13.pdf
C. N. Pfarther, E. M. Albornoz, C. E. Martínez
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2013
New approach for biological clustering based on Gene Ontology   sinc_LMBGS13a.pdf
G. Leale, D. H. Milone, A Bayá, P. Granitto, G. Stegmayer
4to. Congreso Argentino de Bioinformática y Biología Computacional (4CAB2C) - 2013
Non-rigid 2D-3D medical image registration using markov random fields   sinc_FP13.pdf
E. Ferrante, N. Paragios
16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) - 2013
Nuevo índice para el análisis de estabilidad en clusters solapados   sinc_CSM13.pdf
D. N. Campo, G. Stegmayer, D. H. Milone
Argentine Symposium on Artificial Intelligence (ASAI 2013) - 42º JAIIO, page 24--35 - 2013
Reconocimiento de emociones en el habla mediante autocodificadores profundos (Undergraduate project)   sinc_CRA13.pdf
N. Cibau, H. L. Rufiner, E. M. Albornoz
Master thesis from Facultad de Ingeniería - Universidad Nacional de Entre Ríos - 2013
Red pulsante con aprendizaje Hebbiano para clasificación de patrones ralos   sinc_PMMR13.pdf
I. R. Peralta, J. T. Molas Giménez, C. E. Martínez, H. L. Rufiner
Anales del XVIII Congreso Argentino de Ciencias de la Computación (CACIC 2013), page 1--10 - oct 2013
Robust Emotion Recognition using Bio-inspired Features   sinc_AMR13.pdf
E. M. Albornoz, D. H. Milone, H. L. Rufiner
Anales de la XV Reunión de Procesamiento de la Información y Control, page 94--99 - sep 2013
Simulation of photovoltaic centrals with dynamic shading   SMB12.doi sinc_SMB12.pdf
C. R. Sánchez Reinoso, D. H. Milone, R. H. Buitrago
Applied Energy, Volume 103, page 278--289 - 2013
Speech emotion recognition using a deep autoencoder   sinc_CAR13.pdf
N. Cibau, E. M. Albornoz, H. L. Rufiner
Anales de la XV Reunión de Procesamiento de la Información y Control, page 934--939 - sep 2013
 
Publications in 2012
A biologically-inspired validity measure for comparison of clustering methods over metabolic datasets   SMKLC12.doi gmlc.http sinc_SMKLC12.pdf
G. Stegmayer, D. H. Milone, L. Kamenetzky, M. G. López, F. Carrari
IEEE ACM Transactions in Computational Biology and Bioinformatics, Volume 9, Number 3, page 706--716 - may 2012
Algoritmo evolutivo para la búsqueda de vías metabólicas   sinc_GSM11.pdf
M. Gerard, G. Stegmayer, D. H. Milone
Inteligencia Artificial, Volume 15, page 1--12 - 2012
An Evolutionary Wrapper for Feature Selection in Face Recognition Applications   sinc_VMSB12.pdf
L. D. Vignolo, D. H. Milone, J. Scharcanski, C. Behaine
2012 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012) - 2012
Automatic recognition of ingestive sounds of cattle based on hidden Markov models.   doi.doi sinc_MGCRL12.pdf
D. H. Milone, J. Galli, C. Cangiano, H. L. Rufiner, E. Laca
Computers and Electronics in Agriculture, Volume 87, page 51--55 - sep 2012
Bioinspired sparse spectro-temporal representation of speech for robust classification   doi.doi sinc_MGMR12.pdf
C. E. Martínez, J. Goddard, D. H. Milone, H. L. Rufiner
Computer Speech and Language, Volume 26, Number 5, page 336--348 - 2012
Caracterización morfológica de plantas mediante procesamiento digital de imágenes   sinc_HRAM12.pdf
D. Haimovich, D. Rychter, J. Acosta, C. E. Martínez
13th Argentine Symposium of Technology (AST), 41º Jornadas Argentinas de Informática (JAIIO), page 264--275 - aug 2012
Control Predictivo de Aviones   sinc_MRLG12.pdf
M. Murillo, E. Rojas Fredini, A. Limache, L. Giovanini
Mecánica Computacional, Volume 31, page 3443--3455 - nov 2012
Data mining over biological datasets: an integrated approach based on computational intelligence   SGM12.doi sinc_SGM12.pdf
G. Stegmayer, M. Gerard, D. H. Milone
IEEE Computational Intelligence Magazine, Volume 7, Number 4, page 22--34 - 2012
Desarrollo de una interfaz de realidad virtual para videojuegos mediante una cámara Kinect   sinc_RYGAM12.pdf
E. Rojas Fredini, C. Yones, L. Genzelis, E. M. Albornoz, C. E. Martínez
3er Workshop Argentino sobre Videojuegos (WAVi), page 17--24 - 2012
Detector de QRS inspirado en Filtrado Óptimo y Paquetes de Onditas   sinc_PR12.pdf
Carlos M. Pais, H. L. Rufiner
Proc. of the 13th Argentine Symposium on Computing Technology (AST 2012 y 41 JAIIO) - 2012
Extended evaluation of the Volterra-Neural Network for model compression   sinc_Rub12.pdf
M. Rubiolo
Simposio Argentino de Inteligencia Artificial - 42º JAIIO - 2012
Extracción de características en Interfaces cerebro computadoras basadas en transformaciones ortogonales: resultados preliminaries   sinc_PAJGRA12.pdf
V. Peterson, Y. Atum, F. Jauregui, I. E. Gareis, H. L. Rufiner, R. C. Acevedo
Proc. 3rd Chilean Meeting on Biomedical Engineering (JCIB 2012) - sep 2012
Knowledge Discovery through Ontology Matching: An Approach based on an Artificial Neural Network Model   RCSCG12.doi sinc_RCSCG12.pdf
M. Rubiolo, M. L. Caliusco, G. Stegmayer, M. Coronel, M. Gareli Fabrizi
Information Sciences, Volume 194, page 107--119 - 2012
Mejoramiento de la relación señal a ruido en potenciales evocados mediante métodos de regularización   sinc_LAR12.pdf
A. Larrazabal, R. C. Acevedo, H. L. Rufiner
Revista Argentina de Bioingeniería, Volume 18, Number 1 - Nov 2012
Metabolic pathfinding based on genetic algorithms   sinc_GSM12a.pdf
M. Gerard, G. Stegmayer, D. H. Milone
3er. Congreso Argentino de Bioinformática y Biología Computacional (3CAB2C) - 2012 - 2012
Photovoltaic generation model as a function of weather variables using artificial intelligence techniques   SCBMB12.doi sinc_SCBMB12.pdf
C. R. Sánchez Reinoso, M. Cutrera, M. Battioni, D. H. Milone, R. H. Buitrago
International Journal of Hydrogen Energy, Volume 37, Number 19, page 14781--14785 - 2012
Photovoltaic Inverters Optimisation   SDMB12.doi sinc_SDMB12.pdf
C. R. Sánchez Reinoso, M. De Paula, D. H. Milone, R. H. Buitrago
Energy Procedia, Volume 14, page 1484--1489 - 2012
Técnica no invasiva para detectar signos respiratorios patológicos en poblaciones avícolas productivas mediante procesamiento de señales acústicas (Undergraduate project)   sinc_KM12.pdf
C. J. Kuhn, C. E. Martínez
Master thesis from Facultad de Ingeniería - Universidad Nacional de Entre Ríos - 2012
 
Publications in 2011
A complete ensemble empirical mode decomposition with adaptive noise  
M. E. Torres, M. A. Colominas, G. Schlotthauer, P. Flandrin
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), page 4144--4147 - 2011
Acoustic monitoring of short-term ingestive behaviour and intake in grazing sheep   GCML11.doi sinc_GCML11.pdf
J. Galli, C. Cangiano, D. H. Milone, E. Laca
Livestock Science, Volume 140, Number 1, page 32--41 - 2011
Adaptive control using multiple models switching and tunning   Gio11a.doi
L. Giovanini
IET Control Theory & Applications - 2011
An ICA-Based Method for the Segmentation of Pigmented Skin Lesions in Macroscopic Images   sinc_CSDM11.pdf
P. Cavalcanti, J. Scharcanski, L. Di Persia, D. H. Milone
33rd Annual International IEEE EMBS Conference (EMBC 2011), page 5993--5996 - set 2011
Aspectos de Diseño de un Simulador de Vuelo   sinc_LMRG11.pdf
A. Limache, M. Murillo, E. Rojas Fredini, L. Giovanini
Anales del III Congreso de Matemática Aplicada, Computacional e Industrial, Volume 3, page 243--246 - may 2011
Comparison of on-line wavelet analysis and reconstruction: with application to ECG   sinc_LDM11.pdf
F. Lestussi, L. Di Persia, D. H. Milone
5th International Conference on Bioinformatics ans Biomedical Engineering (iCBBE 2011), page 1--4 - 2011
Control Predictivo Aplicado a Modelos Simples de Aviones   sinc_MLG11.pdf
M. Murillo, A. Limache, L. Giovanini
Mecánica Computacional, Volume 30, page 2121--2131 - nov 2011
Correlated postfiltering and mutual information in pseudoanechoic model based blind source separation   DMY11.doi sinc_DMY11.pdf
L. Di Persia, D. H. Milone, Masuzo Yanagida
Journal of Signal Processing Systems, Volume 63, Number 3, page 333--344 - 2011
Denoising audio signals in the non-negative auditory cortical domain   sinc_MGDMR11.pdf
C. E. Martínez, J. Goddard, L. Di Persia, D. H. Milone, H. L. Rufiner
12th Argentine Symposium on Technology (40th JAIIO) - aug 2011
Desarrollo de un modelo para la síntesis de voz irregular basado en parámetros acústicos   sinc_ASRT11.pdf
G. A. Alzamendi, G. Schlotthauer, H. L. Rufiner, M. E. Torres
Memorias del XVIII Congreso Argentino de Bioingeniería (SABI 2011) - set 2011
Descomposición empírica en modos para detección de desaturaciones durante el sueño   sinc_SDMLL11.pdf
G. Schlotthauer, L. Di Persia, D. H. Milone, L. Larrateguy, F. Lestussi
XIV Reunión de Trabajo en Procesamiento de la Información y Control (RPIC 2011), page 300--305 - Nov 2011
Descomposición empírica en modos por conjuntos completa con ruido adaptativo y aplicaciones biomédicas  
M. A. Colominas, G. Schlotthauer, P. Flandrin, M. E. Torres
Revista Argentina de Bioingeniería, Volume XVII, Number 2, page 13--17 - 2011
Descomposición empírica en modos por conjuntos completa con ruido adaptativo y aplicaciones biomédicas   sinc_CSFT11.pdf
M. A. Colominas, G. Schlotthauer, P. Flandrin, M. E. Torres
XVIII Congreso Argentino de Bioingeniería y VII Jornadas de Ingeniería Clínica - sep 2011
Detección de desaturaciones durante el sueño mediante descomposición empírica en modos   sinc_LSDML11.pdf
L. Larrateguy, G. Schlotthauer, L. Di Persia, D. H. Milone, F. Lestussi
39º Congreso Argentino de Medicina Respiratoria, page 1--12 - oct 2011
Determination of an optimal training strategy for a BCI classification task with LDA   sinc_GAAGMR11.pdf
I. E. Gareis, R. C. Acevedo, Y. Atum, G. Gentiletti, V. Medina Bañuelos, H. L. Rufiner
Proc. of the 5th International IEEE EMBS Conference on Neural Engineering - 2011
Distributed Model Predictive Control based on Dynamic Games   sinc_SGML11.doi sinc_SGML11.pdf
G. Sanchez, L. Giovanini, M. Murillo, A. Limache
InTech - 2011
Efecto de la cantidad y dimensión de los patrones en una interfaz cerebro computadora basada en discriminante lineal de Fisher   sinc_GAAMRG11.pdf
I. E. Gareis, R. C. Acevedo, Y. Atum, V. Medina Bañuelos, H. L. Rufiner, G. Gentiletti
Memorias del V Congreso Latinoamericano de Ingeniería Biomédica (CLAIB2011) - 2011
Efecto de la longitud de la ventana en el análisis multifractal basado en onditas líderes   sinc_LSFT11.pdf
R. F. Leonarduzzi, G. Schlotthauer, P. Flandrin, M. E. Torres
XIV Reunión de Trabajo en Procesamiento de la Información y Control, page 701--706 - nov 2011
Estimación de frecuencia cardíaca mediante fotopletismografía con cámara web   sinc_SS11.pdf
J. Sulam, G. Schlotthauer
XIV Reunión de Trabajo en Procesamiento de la Información y Control, page 993--997 - nov 2011
Estudio comparativo de modelos epidemiológicos utilizando técnicas convencionales y modelos basados en individuos   sinc_LBG11.pdf
L. López, G. Burguerner, L. Giovanini
Asociación Argentina de Bioinformática y Biología Computacional - 2011
Evaluación de un nuevo modelo de síntesis de vocales con perturbaciones en los parámetros acústicos   sinc_ASRT11a.pdf
G. A. Alzamendi, G. Schlotthauer, H. L. Rufiner, M. E. Torres
Anales de la XIV Reunión de Procesamiento de la Información y Control - nov 2011
Evaluation of LDA Ensembles Classifiers for Brain Computer Interface   sinc_APGAGAR11.pdf
C. Arjona, J. Pentácolo, I. E. Gareis, Y. Atum, G. Gentiletti, R. C. Acevedo, H. L. Rufiner
Memorias del XVIII Congreso Argentino de Bioingeniería (SABI 2011) - set 2011
Evolutionary Cepstral Coefficients   VRMG11.doi sinc_VRMG11.pdf
L. D. Vignolo, H. L. Rufiner, D. H. Milone, J. Goddard
Applied Soft Computing, Volume 11, Number 4, page 3419--3428 - 2011
Evolutionary splines for cepstral filterbank optimization in phoneme classification   VRMG11a.doi sinc_VRMG11a.pdf
L. D. Vignolo, H. L. Rufiner, D. H. Milone, J. Goddard
EURASIP Journal on Advances in Signal Processing. Biologically Inspired Signal Processing: Analysis, Algorithms and Applications, Volume 2011, page 1--14 - 2011
Extracción de F0 en señales de voz basada en Descomposición Empírica en Modos por Conjuntos Completa con Ruido Adaptativo   sinc_CST11.pdf
M. A. Colominas, G. Schlotthauer, M. E. Torres
XIV Reunión de Trabajo en Procesamiento de la Información y Control, page 219--224 - nov 2011
Feature extraction on Brain Computer Interfaces using Discrete Dyadic Wavelet Transform: Preliminary results   GGAR11.doi sinc_GGAR11.pdf
I. E. Gareis, G. Gentiletti, R. C. Acevedo, H. L. Rufiner
Journal of Physics: Conference Series (IOP), Volume 313, Number 12011, page 1--7 - apr 2011
Game approach to distributed model predictive control   Gio11.doi
L. Giovanini
IET Control Theory & Applications - 2011
Implementación de una Red Neuronal Pulsante parametrizable en FPGA   sinc_PMMR11.pdf
I. R. Peralta, J. T. Molas Giménez, C. E. Martínez, H. L. Rufiner
Anales de la XIV Reunión de Procesamiento de la Información y Control - nov 2011
LDR: A Package for Likelihood-Based Sufficient Dimension Reduction   CRT11.doi CRT11.pdf
R. D. Cook, L. Forzani, D. R. Tomassi
Journal of Statistical Software, Volume 39, Number 3, page 1--20 - 2011
Modelado de estructuras prosódicas para el reconocimiento automático del habla   sinc_Alb11.pdf
E. M. Albornoz
PhD thesis from Universidad Nacional del Litoral - 2011
Modelización de secuencias para el reconocimiento automático de patrones   sinc_Mar11.pdf
C. E. Martínez
PhD thesis from Universidad Nacional del Litoral - 2011
Modelling population heterogeneity in epidemics using cellular automata   sinc_BLG11.pdf
G. Burguerner, L. López, L. Giovanini
Mecánica Computacional Vol XXX, page 3501--3514 - 2011
New Method for Classification of ASR Word Hypotheses Using Prosodic Cues   sinc_AMRL11.pdf
E. M. Albornoz, D. H. Milone, H. L. Rufiner, R. López-Cózar
Anales de la XIV Reunión de Procesamiento de la Información y Control - nov 2011
On the use of LDA performance as a metric of feature extraction methods for a P300 BCI classification task   sinc_GAGAMR11.pdf
I. E. Gareis, Y. Atum, G. Gentiletti, R. C. Acevedo, V. Medina Bañuelos, H. L. Rufiner
Memorias del XVIII Congreso Argentino de Bioingeniería (SABI 2011) - set 2011
Optimización mediante algoritmos evolutivos de la representación de señales para el reconocimiento automático del habla   sinc_Vig11.pdf
L. D. Vignolo
PhD thesis from Universidad Nacional del Litoral - may 2011
Short-time multifractal analysis: application to biological signals   sinc_LST11.doi sinc_LST11.pdf
R. F. Leonarduzzi, G. Schlotthauer, M. E. Torres
Journal of Physics, Volume 313, Number 012012 - 2011
Sparse Coding for apnea-hipopnea detection   sinc_LRDM11.pdf
F. Lestussi, H. L. Rufiner, L. Di Persia, D. H. Milone
Anales de la XIV Reunión de Procesamiento de la Información y Control - nov 2011
Spoken Emotion Recognition using Hierarchical Classifiers   sinc_AMR10.doi sinc_AMR10.pdf
E. M. Albornoz, D. H. Milone, H. L. Rufiner
Computer Speech and Language, Volume 25, page 556--570 - 2011
 
Publications in 2010
*omeSOM: a software for integration, clustering and visualization of transcriptional and metabolite data mined from interspecific crosses of crop plants   sinc_MSKLGLC10.doi OmeSOM.http sinc_MSKLGLC10.pdf
D. H. Milone, G. Stegmayer, L. Kamenetzky, M. G. López, J. Giovannoni, Je Min Lee, F. Carrari
BMC Bioinformatics, Volume 4, page 438--448 - 2010
A Pattern Recognition Approach to Spasmodic Dysphonia and Muscle Tension Dysphonia Automatic Classification   STJ10.doi
G. Schlotthauer, M. E. Torres, M. C. Jackson-Menaldi
Journal of Voice, Volume 24, Number 3, page 346--353 - 2010
Analysis and integration of biological data: a data mining approach using neural networks   doi.doi OmeSOM.http sinc_MSGKLC10.pdf
D. H. Milone, G. Stegmayer, M. Gerard, L. Kamenetzky, M. G. López, F. Carrari
IGI Global, page 287--314 - 2010
Búsqueda evolutiva de vías metabólicas   sinc_GSM10.pdf
M. Gerard, G. Stegmayer, D. H. Milone
XI Argentine Symposium on Artificial Intelligence (ASAI 2010) - aug 2010
Compressing a Neural Network Classifier using a Volterra-Neural Network model   sinc_RSM10.pdf
M. Rubiolo, G. Stegmayer, D. H. Milone
IEEE International Joint Conference on Neural Networks (IJCNN), page 1--7 - Jul 2010
Denoising and Recognition using Hidden Markov Models with Observation Distributions Modeled by Hidden Markov Trees   sinc_MDT10.doi po.http sinc_MDT10.pdf
D. H. Milone, L. Di Persia, M. E. Torres
Pattern Recognition, Number 43, page 1577--1589 - april 2010
Desarrollo de sistema de detección de caracterı́sticas morfológicas de plantas mediante procesamiento digital de imágenes (Undergraduate project)   sinc_HRMA10.pdf
D. Haimovich, D. Rychter, C. E. Martínez, J. Acosta
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2010
Desarrollo de un sistema de reconocimiento de emociones en el habla (Undergraduate project)   sinc_CMA10.pdf
M. B. Crolla, D. H. Milone, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2010
Diseño de un Moderno Simulador de Vuelo en Tiempo Real   sinc_LRM10.pdf
A. Limache, E. Rojas Fredini, M. Murillo
Mecánica Computacional, Volume 29, page 4955--4966 - nov 2010
Dynamic Speech Parameterization for Text-Independent Phone Segmentation   sinc_CTR10.pdf
A. S. Cherniz, M. E. Torres, H. L. Rufiner
Proc. of the 32nd Annual International IEEE EMBS Conference, page 1172 - 2010
Efficiency Study of Different Photovoltaic Plant Eficiency Connection Schems Under Dynamic Shading   sinc_SMB10.doi sinc_SMB10.pdf
C. R. Sánchez Reinoso, D. H. Milone, R. H. Buitrago
International Journal of Hydrogen Energy, Volume 35, Number 11, page 5838--5843 - 2010
Estudio de inversores fotovoltaicos  
C. R. Sánchez Reinoso, D. H. Milone, R. H. Buitrago
Avances en energías renovables y medio ambiente, Volume 14, page 9--15 - 2010
Evaluación de técnicas de reducción de ruido en habla   sinc_TRAMMT10.pdf
M. E. Torres, H. L. Rufiner, L. Aronson, C. E. Martínez, D. H. Milone, D. R. Tomassi
Ciencia, Docencia y Tecnología, Number 40, page 117--132 - may 2010
Genetic Feature Selection to Optimally Detect P300 in Brain Computer Interfaces   sinc_AGGAR10.pdf
Y. Atum, I. E. Gareis, G. Gentiletti, R. C. Acevedo, H. L. Rufiner
Proc. of the 32nd Annual International IEEE EMBS Conference, page 1711 - 2010
Información Discriminativa en Clasificadores Basados en Modelos Ocultos de Markov   sinc_Tom10.pdf
D. R. Tomassi
PhD thesis from Universidad Nacional del Litoral - 2010
Metabolic pathway reconstruction by a neural clustering   sinc_KLSMGFC10.pdf
L. Kamenetzky, M. G. López, G. Stegmayer, D. H. Milone, J. Giovannoni, A. Fernie, F. Carrari
1er Congreso Argentino de Bioinformática y Biología Computacional - may 2010
Minimum Classification Error Learning for Sequential Data in the Wavelet Domain   sinc_TMF10.doi sinc_TMF10.pdf
D. R. Tomassi, D. H. Milone, L. Forzani
Pattern Recognition, Volume 43, Number 12, page 3998--4010 - 2010
Modelo neuronal de módulo fotovoltaico  
C. R. Sánchez Reinoso, D. H. Milone, R. H. Buitrago
Avances en energías renovables y medio ambiente, Volume 14, page 15--21 - 2010
Multiple Feature Extraction and Hierarchical Classifiers for Emotions Recognition   sinc_AMR10a.doi sinc_AMR10a.pdf
E. M. Albornoz, D. H. Milone, H. L. Rufiner
Springer-Verlag, Berlin Heidelberg, Volume 5967, page 242–-254 - 2010
Neural Networks and Wireless Communications Modeling   sinc_RSC10.doi sinc_RSC10.pdf
M. Rubiolo, G. Stegmayer, O. Chiotti
IEEE Latin America Transactions, Volume 8, page 486--492 - 2010
Pathological Voice Analysis and Classification Based on Empirical Mode Decomposition   sinc_STR10.pdf
G. Schlotthauer, M. E. Torres, H. L. Rufiner
Springer-Verlag, Berlin Heidelberg, Volume 5967, page 364–-381 - 2010
Reconocimiento automático de signos manuales mediante procesamiento digital de video (Undergraduate project)   sinc_VMA10.pdf
J. P. Vogt, C. E. Martínez, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2010
Sistema de reconocimiento facial (Undergraduate project)   sinc_SMS10.pdf
G. M. Scarel, C. E. Martínez, G. Stegmayer
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2010
The Development of Biomedical Engineering   VZTS10.doi
M. E. Valentinuzzi, S. B. Zanutto, M. E. Torres, R. Spelzini
IEEE Pulse, Volume 1, Number 1, page 28--38 - 2010
The natural history of the sleep and respiratory engineering track at EMBC 1988 to 2010  
R. S. Leder, G. Schlotthauer, T. Penzel, R. Jane
Proc. of the 32nd Annual International IEEE EMBS Conference, page 288--291 - 2010
Wavelet leader based multifractal analysis of heart rate variability during myocardial ischaemia  
R. F. Leonarduzzi, G. Schlotthauer, M. E. Torres
Proc. of the 32nd Annual International IEEE EMBS Conference, page 110--113 - 2010
 
Publications in 2009
A new algorithm for instantaneous F0 speech extraction based on Ensemble Empirical Mode Decomposition   sinc_STR09.pdf
G. Schlotthauer, M. E. Torres, H. L. Rufiner
Proc. of the 17th European Signal Processing Conference (EUSIPCO 2009), page 2347--2351 - August 24--28 2009
A new approach based on Empirical Mode Decomposition for the analysis of voice features   sinc_TSRJ09.pdf
M. E. Torres, G. Schlotthauer, H. L. Rufiner, M. C. Jackson-Menaldi
COST Action 2101 on Cross-Modal Analysis of Verbal and Non Verbal Communication, International School 2009: "Development of Multimodal Interfaces: Active Listening and Synchrony" - 2009
An approach to robust phoneme classification with auditory cortical representation for speech   sinc_MGMR09.pdf
C. E. Martínez, J. Goddard, D. H. Milone, H. L. Rufiner
XIII Reunión de Trabajo en Procesamiento de la Información y Control (RPIC 2009), page 411--416 - september 16-18 2009
Análisis Comparativo del Rendimiento de Diferentes Esquemas de Conexionado ante Sombreado Dinámico en una Central Fotovoltaica   sinc_SMB09.pdf
C. R. Sánchez Reinoso, D. H. Milone, R. H. Buitrago
Proc. del Segundo Congreso Iberoamericano en Hidrógeno y Fuentes Sustentables de Energía (HYFUSEN 2009), page 104 - June 2009
Análisis y modelado digital de la voz: técnicas recientes y aplicaciones   sinc_Ruf09.pdf
H. L. Rufiner
Ediciones UNL - 2009
Array of Multilayer Perceptrons with No-class Resampling Training for Face Recognition   sinc_CMMS09.pdf
D. Capello, C. E. Martínez, D. H. Milone, G. Stegmayer
Revista Iberoamericana de Inteligencia Artificial, Volume 13, Number 44, page 5--13 - 2009
Array of Multilayer Perceptrons with No-class Resampling Training for Face Recognition   sinc_CMMS09a.pdf
D. Capello, C. E. Martínez, D. H. Milone, G. Stegmayer
X Argentine Symposium on Artificial Intelligence (ASAI 2009) - August 2009
Artificial Life Contest: a tool for informal teaching of artificial intelligence   sinc_MSB09.pdf
D. H. Milone, G. Stegmayer, D. Beber
International Conference on Computer Supported Education (CSEDU 2009), page 119--124 - March 2009
Blind Source Separation based on a simplified mixing model  
L. Di Persia, Y. Morimoto, Masuzo Yanagida
Technical Report 411, Technical meeting on Applied acoustics, IEICE, Number 411 - 2009
Computational Method for Segmentation and Classification of Ingestive Sounds in Sheep   sinc_MRGLC09.doi sinc_MRGLC09.pdf
D. H. Milone, H. L. Rufiner, J. Galli, E. Laca, C. Cangiano
Computers and Electronics in Agriculture, Volume 65, Number 2, page 228--237 - 2009
Desarrollo de un Modelo para estudio de Centrales Fotovoltaicas bajo Diferentes Configuraciones   sinc_SMB09a.pdf
C. R. Sánchez Reinoso, D. H. Milone, R. H. Buitrago
Proc. of the 8th Latin-American Congress on Electricity Generation and Transmission (CLAGTEE 2009), page 172--173 - 2009
Detección de P300 en Interfaz Cerebro Computadora mediante Algoritmos Genéticos y Máquinas de Soporte Vectorial   sinc_AGAR09.pdf
Y. Atum, G. Gentiletti, R. C. Acevedo, H. L. Rufiner
Memorias del XVII Congreso Argentino de Bioingenieria (SABI 2009), Number 146, page 51--55 - 2009
Determinación de la frecuencia fundamental de la voz basada en descomposición modal empírica por conjuntos y entropías   sinc_STR09b.pdf
G. Schlotthauer, M. E. Torres, H. L. Rufiner
XIII Reunión de Trabajo en Procesamiento de la Información y Control (RPIC 2009), page 387--392 - september 16-18 2009
Dimensionality reduction for visualization of normal and pathological speech data   sinc_GSTR09.doi sinc_GSTR09.pdf
J. Goddard, G. Schlotthauer, M. E. Torres, H. L. Rufiner
Biomedical Signal Processing and Control, Volume 4, Number 3, page 194--201 - 2009
EMD of Gaussian White Noise: Effects of Signal Length and Sifting Number on the Statistical Properties of Intrinsic Mode Function   sinc_STRF09.doi sinc_STRF09.pdf
G. Schlotthauer, M. E. Torres, H. L. Rufiner, P. Flandrin
Advances in Adaptive Data Analysis, Volume 1, Number 4, page 517--527 - 2009
Extracción de características en ICC mediante métodos basados en diccionarios óptimos: Resultados preliminares   sinc_AGMR09.pdf
R. C. Acevedo, G. Gentiletti, V. Medina Bañuelos, H. L. Rufiner
Anales de las II Jornadas Argentinas sobre Interfaces Cerebro Computadora (JAICC 2009) - april 2009
Extracción de características en interfaces cerebro computadoras mediante transformada wavelet discreta: Resultados preliminares   sinc_GGAR09.pdf
I. E. Gareis, G. Gentiletti, R. C. Acevedo, H. L. Rufiner
Memorias del XVII Congreso Argentino de Bioingenieria (SABI 2009), Number 167, page 58--62 - 2009
Genetic optimization of cepstrum filterbank for phoneme classification   sinc_VRMG09.pdf
L. D. Vignolo, H. L. Rufiner, D. H. Milone, J. Goddard
Proceedings of the Second International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2009), page 179--185 - January 2009
Hierarchical Classifiers Approach for Emotions Recognition   sinc_AMR09.pdf
E. M. Albornoz, D. H. Milone, H. L. Rufiner
XIII Reunión de Trabajo en Procesamiento de la Información y Control (RPIC 2009), page 853--858 - september 16-18 2009
Indeterminacy free frequency-domain blind separation of reverberant audio sources   sinc_DMY09.doi FDBSS.http sinc_DMY09.pdf
L. Di Persia, D. H. Milone, Masuzo Yanagida
IEEE Transactions on Audio, Speech and Language Processing, Volume 17, Number 2, page 299--311 - 2009
Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks   sinc_RCSGC09.pdf
M. Rubiolo, M. L. Caliusco, G. Stegmayer, M. Gareli Fabrizi, M. Coronel
13th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - 2009
Machine Learning Techniques for Audio Blind Source Separation applied to Automatic Speech Recognition   sinc_Di 09.pdf
L. Di Persia
PhD thesis from Universidad Nacional del Litoral - march 2009
Métodos de agrupamiento no supervisado para la integración de datos genómicos y metabólicos de múltiples líneas de introgresión   sinc_MSGKLC09.pdf
D. H. Milone, G. Stegmayer, M. Gerard, L. Kamenetzky, M. G. López, F. Carrari
Revista Iberoamericana de Inteligencia Artificial, Volume 13, Number 44, page 56--66 - 2009
Métodos de agrupamiento no supervisado para la integración de datos genómicos y metabólicos de múltiples líneas de introgresión   sinc_MSGKLC09a.pdf
D. H. Milone, G. Stegmayer, M. Gerard, L. Kamenetzky, M. G. López, F. Carrari
X Argentine Symposium on Artificial Intelligence (ASAI 2009), page 71--82 - August 2009
Minimum classification error training of hidden Markov models for sequential data in the wavelet domain   sinc_TMF09.pdf
D. R. Tomassi, D. H. Milone, L. Forzani
X Argentine Symposium on Artificial Intelligence (ASAI 2009), page 59--70 - August 2009
Minimum classification error training of hidden Markov models for sequential data in the wavelet domain   sinc_TMF09a.doi sinc_TMF09a.pdf
D. R. Tomassi, D. H. Milone, L. Forzani
Revista Iberoamericana de Inteligencia Artificial, Volume 13, Number 44, page 46--55 - 2009
Modelado y Evaluación del Rendimiento de Centrales Fotovoltaicas en Condiciones de Sombreado Parcial   sinc_SMB09b.pdf
C. R. Sánchez Reinoso, D. H. Milone, R. H. Buitrago
Anales de la XIII Reunión de Trabajo en Procesamiento de la Información y Control (RPIC 2009), page 781--786 - September 2009
Neural Network Model for Integration and Visualization of Introgressed Genome and Metabolite Data   OmeSOM.http sinc_SMKLC09.pdf
G. Stegmayer, D. H. Milone, L. Kamenetzky, M. G. López, F. Carrari
IEEE International Joint Conference on Neural Networks (IJCNN), page 2983--2989 - June 2009
Predictive feedback control: an alternative to proportional–integral–derivative control   sinc_Gio09.doi sinc_Gio09.pdf
L. Giovanini
Proc. of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, Volume 223, Number 17, page 901--917 - 2009
Pseudoanechoic blind source separation with improved Wiener postfilter   sinc_DMY09a.pdf
L. Di Persia, D. H. Milone, Masuzo Yanagida
XIII Reunión de Trabajo en Procesamiento de la Información y Control (RPIC 2009), page 18--23 - September 2009
Sistema de Administración para Batería de Ensayos para Pacientes con Prótesis Auditivas   sinc_ORST09.pdf
E. N. Osella, H. L. Rufiner, A. Sigura, M. E. Torres
Memorias del XVII Congreso Argentino de Bioingenieria (SABI 2009), Number 94, page 33--37 - 2009
Time-Scale Information Measures for Text-Independent Phone Segmentation   sinc_CTRE09.pdf
A. S. Cherniz, M. E. Torres, H. L. Rufiner, A. Esposito
XIII Reunión de Trabajo en Procesamiento de la Información y Control (RPIC 2009), page 399--404 - september 16-18 2009
Uso del sonido para discriminar las especies consumidas por vacas  
J. Galli, D. H. Milone, C. Cangiano, M. A. Pece, M. Larripa, H. L. Rufiner, E. Laca
32º Congreso Argentino de Producción Animal, page 551 - October 2009
Uso del sonido para discriminar las especies consumidas por vacas   sinc_GMCPLRL09a.pdf
J. Galli, D. H. Milone, C. Cangiano, M. A. Pece, M. Larripa, H. L. Rufiner, E. Laca
Revista Argentina de Producción Animal, Volume 29, page 551-552 - 2009
Uso del sonido para discriminar los eventos masticatorios de vacas en pastoreo  
J. Galli, D. H. Milone, C. Cangiano, M. A. Pece, M. Larripa, C. E. Martínez, E. Laca
Revista Argentina de Producción Animal, Volume 29, page 553-554 - 2009
Uso del sonido para discriminar los eventos masticatorios de vacas en pastoreo  
J. Galli, D. H. Milone, C. Cangiano, M. A. Pece, M. Larripa, C. E. Martínez, E. Laca
32º Congreso Argentino de Producción Animal, page 553 - October 2009
Voice Fundamental Frequency Extraction Algorithm Based on Ensemble Empirical Mode Decomposition and Entropies   sinc_STR09a.pdf
G. Schlotthauer, M. E. Torres, H. L. Rufiner
Proc. of the World Congress on Medical Physics and Biomedical Engineering - sep 7-12 2009
 
Publications in 2008
(Patent) A method and apparatus for permutation-free blind source separation.  
L. Di Persia, D. H. Milone, Masuzo Yanagida
Technical Report , U. Doshisha, UNER, UNL. - feb 2008
(Patent) Multi-bin independent component analysis and blind sound source separation device.  
L. Di Persia, D. H. Milone, Masuzo Yanagida
Technical Report , U. Doshisha, UNER, UNL. - sep 2008
Automatic recognition of ingestive sounds of cattle based on hidden Markov models   sinc_MPGCR08.pdf
D. H. Milone, M. S. Padrón, J. Galli, C. Cangiano, H. L. Rufiner
XXXIV Conferencia Latinoamericana de Informática, page 1130-1138 - septembre 8-12 2008
Decentralised Control of Underwater Unmanned Vehicles  
J Balderud, L. Giovanini, R Katebi
IFAC World Congres, page 12953--12958 - 2008
Diferenciación de las actividades durante el pastoreo de vacas mediante análisis acústico  
J. Galli, C. Cangiano, M. A. Pece, M. Larripa, D. H. Milone, E. Laca
Revista Argentina de Producción Animal, Volume 28, page 510--511 - 2008
Diferenciación de las actividades durante el pastoreo de vacas mediante análisis acústico  
J. Galli, C. Cangiano, M. A. Pece, M. Larripa, D. H. Milone, E. Laca
31º Congreso Argentino de Producción Animal - October 2008
Discriminación de los sonidos ingestivos de vacas y ovejas en pastoreo  
J. Galli, D. H. Milone, C. Cangiano, M. A. Pece, M. Larripa, H. L. Rufiner, E. Laca
31º Congreso Argentino de Producción Animal - October 2008
Discriminación de los sonidos ingestivos de vacas y ovejas en pastoreo   sinc_GMCPLRL08a.pdf
J. Galli, D. H. Milone, C. Cangiano, M. A. Pece, M. Larripa, H. L. Rufiner, E. Laca
Revista Argentina de Producción Animal, Volume 28, page 511--512 - 2008
Distributed Control of Underwater Vehicles   sinc_GBK08.doi sinc_GBK08.pdf
L. Giovanini, J Balderud, R Katebi
Proc. of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment, Special Issue on Marine Systems, Volume 222, Number 2, page 95--107 - 2008
Empirical Mode Decomposition. Spectral Properties in Normal and Pathological Voices   sinc_TSRJ08.pdf
M. E. Torres, G. Schlotthauer, H. L. Rufiner, M. C. Jackson-Menaldi
4th European Medical and Biological Engineering Congress 2008: Engineering for Health, Volume 22, page 252--255 - november 2008
Frequency Domain ICA Connecting of Adjacent Frequency Bins   ONYDY08.doi sinc_ONYDY08.pdf
Kenko Ohta, Tadashige Noguchi, Kohei Yasui, L. Di Persia, Masuzo Yanagida
IEICE Transactions on Information and Systems (Japanese Edition), Volume J91-D, Number 1, page 130--135 - 2008
Learning hidden Markov models with hidden Markov trees as observation distributions   sinc_MD08.doi po.http sinc_MD08.pdf
D. H. Milone, L. Di Persia
Revista Iberoamericana de Inteligencia Artificial, Volume 12, Number 37, page 7--13 - 2008
Monitoring a gas-cooled Nuclear Reactor Core Integrity   sinc_BGGP08.pdf
C Bonivento, M. Grimble, L. Giovanini, A. Paoli
IFAC World Congres, page 16033--16038 - 2008
Multi-bin Independent Component Analysis and Blind Sound Source Separation Device Using the Same   sinc_DMY08.pdf
L. Di Persia, D. H. Milone, Masuzo Yanagida
Technical Report 2008-02662, Japan Patent Office, Number 2008-02662 - 2008
Perceptual evaluation of blind source separation for robust speech recognition   sinc_DMRY08.doi sinc_DMRY08.pdf
L. Di Persia, D. H. Milone, H. L. Rufiner, Masuzo Yanagida
Signal Processing, Volume 88, Number 10, page 2578--2583 - 2008
Recognition of emotions in speech   sinc_ACM08.pdf
E. M. Albornoz, M. B. Crolla, D. H. Milone
XXXIV Conferencia Latinoamericana de Informática, page 1120-1129 - September 2008
Reconocimiento automático de sonidos masticatorios en rumiantes   sinc_MGMRLC08.pdf
D. H. Milone, J. Galli, C. E. Martínez, H. L. Rufiner, E. Laca, C. Cangiano
Anales de las 37 Jornadas Argentinas de Informática, JII-Agroinformática, page 372--384 - september 8-12 2008
Signal denoising with hidden Markov models using hidden Markov trees as observation densities   po.http sinc_MDT08.pdf
D. H. Milone, L. Di Persia, D. R. Tomassi
18th IEEE International Workshop on Machine Learning for Signal Processing - october 16-18 2008
 
Publications in 2007
Adaptive learning of polynomial networks genetic programming, backpropagation and Bayesian methods   sinc_Mil07.doi sinc_Mil07.pdf
D. H. Milone
Genetic Programming and Evolvable Machines, book review: N. Nikolaev and H. Iba, Springer, Volume 8, Number 3, page 289--291 - 2007
An EM algorithm to learn sequences in the wavelet domain   sinc_MD07.doi sinc_MD07.pdf
D. H. Milone, L. Di Persia
Lecture Notes in Artificial Intelligence, Volume 4827, page 518--528 - 2007
Analisis Multirresolución aplicado a la segmentacion fonética independiente del texto   sinc_CTRE07a.pdf
A. S. Cherniz, M. E. Torres, H. L. Rufiner, A. Esposito
Revista Argentina de Bioingeniería, Volume 13, Number 2, page 18--23 - oct 2007
Auditory cortical representations of speech signals for phoneme classification   sinc_RMMG07.pdf
H. L. Rufiner, C. E. Martínez, D. H. Milone, J. Goddard
Springer-Verlag, Berlin Heidelberg, Volume 4827, page 1004-–1014 - 2007
Autonomous and Decentralized Mission Planning for Cluster of Unhabitated Underwater Vehicles   sinc_GBK07.doi sinc_GBK07.pdf
L. Giovanini, J Balderud, R Katebi
International Journal of Control, Volume 80, Number 7, page 1169--1179 - july 2007
Batería para la evaluación del reconocimiento del habla en pacientes con prótesis auditiva   sinc_AEMMTRT07.pdf
L. Aronson, P. Estienne, D. H. Milone, C. E. Martínez, D. R. Tomassi, H. L. Rufiner, M. E. Torres
Revista de la Federación Argentina de Sociedades de Otorrinolaringología, Volume 14, Number 1, page 17--24 - 2007
Conclusiones fisiológicas y estimadores fractales  
M. E. Torres, G. Schlotthauer
Ciencia, Docencia y Tecnologia - 2007
Condition Monitoring of an Advanced Gas-cooled Nuclear Reactor Core   sinc_GPG07.doi sinc_GPG07.pdf
L. Giovanini, Y. Pang, M. Grimble
Proc. I MechE. Part I J. Systems and Control Engineering, Special Issue on Fault Detection, Volume 221, page 1--10 - 2007
Cooperative Feedback Control   sinc_Gio07.doi sinc_Gio07.pdf
L. Giovanini
ISA Transactions Journal, Volume 46, Number 3, page 289--302 - 2007
Effects of Wiener Filter on Blind Source Separation by processing on sequentially connected bins   sinc_NODY07.pdf
Tadashige Noguchi, Kenko Ohta, L. Di Persia, Masuzo Yanagida
Technical Report 240, IEICE, Number 240 - 2007
Fuzzy Social Norms and Individual Computation   sinc_GDGRM07.pdf
J. Goddard, S. G. de los Cobos Silva, M. A. Gutiérrez Andrade, H. L. Rufiner, D. H. Milone
Proc. of the XIV Congress of International Association for Fuzzy-Set Management and Economy (SIGEF 2007) - november 2007
Iterative Contextual Recurrent Classification of Chromosomes   sinc_MJC07.doi sinc_MJC07.pdf
C. E. Martínez, A. Juan, F. Casacuberta
Neural Processing Letters, Volume 26, Number 3, page 159--175 - 2007
Learning Hidden Markov Models with Hidden Markov Trees as Observation Distributions   po.http sinc_MD07a.pdf
D. H. Milone, L. Di Persia
9th Argentine Symposium on Artificial Intelligence, page 13--22 - 2007
Multiresolution Analysis applied to Text-Independent Phone Segmentation   sinc_CTRE07.pdf
A. S. Cherniz, M. E. Torres, H. L. Rufiner, A. Esposito
Journal of Physics Conference Series (IOP), Volume 90, page 1--7 - August 2007
Multiresolution Information Measures applied to Speech Recognition   sinc_TRMC07.pdf
M. E. Torres, H. L. Rufiner, D. H. Milone, A. S. Cherniz
Physica A: Statistical Mechanics and its Applications, Volume 385, Number 1, page 319-332 - 2007
Objective quality evaluation in blind source separation for speech recognition in a real room   sinc_DYRM07.pdf
L. Di Persia, Masuzo Yanagida, H. L. Rufiner, D. H. Milone
Signal Processing, Volume 87, Number 8, page 1951--1965 - 2007
Permutation-free Blind Sound Source Separating Method and Device   sinc_DMY07.pdf
L. Di Persia, D. H. Milone, Masuzo Yanagida
Technical Report 2007-24897, Japan Patent Office, Number 2007-24897 - 2007
Polynomial Approach to Nonlinear Predictive GMV Control   sinc_GMG07.pdf
M. Grimble, P. Majecki, L. Giovanini
In Proc. European Control Conference - jul 2007
Robust Adaptive Control using Multiple-Models, Switching and Tuning   sinc_GG07.pdf
L. Giovanini, M. Grimble
in Special Session on Adaptive Control, European Control Conference - jul 2007
State and parameter estimation approach to monitoring AGR nuclear core   sinc_BGGMP07.pdf
C Bonivento, M. Grimble, L. Giovanini, M. Monari, A. Paoli
Libreria Progetto, Number 221 - 2007
Two Sequence Kernels for the Classification of Speech Data   sinc_GMMR07.pdf
J. Goddard, A. E. Martínez, F. M. Martínez, H. L. Rufiner
Proc. of the XII International Conference Speech and Computer (SPECOM 2007) - october 15-18 2007
Verificación biométrica automática de identidad mediante reconocimiento facial (Undergraduate project)   sinc_LMM07.pdf
S. Long, O. Müller, C. E. Martínez
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2007
Visualization of Normal and Pathological Speech Data   sinc_GMSTR07.pdf
J. Goddard, F. M. Martínez, G. Schlotthauer, H. M. Torres, H. L. Rufiner
Proc. of the 5th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (MAVEBA 2007) - december 13-15 2007
 
Publications in 2006
(Software Registration) Software for voice analysis in phoniatrics rehabilitation.  
H. Laforcada, D. H. Milone, H. L. Rufiner, A. Sigura
Technical Report , - - 2006
A method and apparatus for permutation-free blind source Separation  
L. Di Persia, D. H. Milone, Masuzo Yanagida
Technical Report 2006-19942, Universidad Nacional de Entre Ríos, Universidad Nacional del Litoral, Doshisha University, Number 2006-19942 - 26 2006
A method for solving the permutation problem in ICA   sinc_DOY06.pdf
L. Di Persia, Kenko Ohta, Masuzo Yanagida
IEICE technical report. Speech, Volume 105, Number 686, page 53-58 - 2006
A Multiresolution Information Measure approach to Speech Recognition   sinc_TRMC06.pdf
M. E. Torres, H. L. Rufiner, D. H. Milone, A. S. Cherniz
E-Proceedings of 6th WSEAS International Conference on Signal, Speech and Image Processing (SSIP '06), page 187--192 - September 22-24 2006
Automatic classification of dysphonic voices  
G. Schlotthauer, M. E. Torres, M. C. Jackson-Menaldi
WSEAS Transactions on signal Processing, Volume 2, page 1260--1267 - September 2006
Automatic Diagnosis of Pathological Voices  
G. Schlotthauer, M. E. Torres, M. C. Jackson-Menaldi
E-Proceedings of 6th WSEAS International Conference on Signal, Speech and Image Processing (SSIP '06), page 150-156 - September 22-24 2006
Autonomous and Decentralised Mission Planning for Clusters of UUVs   sinc_GBK06.pdf
L. Giovanini, J Balderud, R Katebi
Mini Symposia in Marine Systems, International Control Conference 2006 - sep 2006
Autonomous and Decentralised Mission Planning for Clusters of UUVs  
J Balderud, L. Giovanini, R Katebi
7th Conference on Manoeuvring and Control of Marine Craft - nov 2006
BEPPA: batería de evaluación de pacientes con prótesis auditiva   sinc_AETRMM06.pdf
L. Aronson, P. Estienne, M. E. Torres, H. L. Rufiner, D. H. Milone, C. E. Martínez
Technical Report DNDA347522, Universidad Nacional de Entre Ríos, Number DNDA347522 - 2006
Comparison between temporal and time-scale information measures applied to speech recognition   sinc_TRMC06a.pdf
M. E. Torres, H. L. Rufiner, D. H. Milone, A. S. Cherniz
WSEAS Transactions on signal Processing, Volume 2, Number 9, page 1153--1159 - September 2006
Control and Operation of Heat Exchanger Networkd using Model Predictive Control   sinc_GB06a.pdf
L. Giovanini, J Balderud
International Workshop on Networked Control Systems - nov 2006
Convolutive Blind Source Separation with Wiener post-filtering for robust Speech Recognition   sinc_DMY06b.pdf
L. Di Persia, D. H. Milone, Masuzo Yanagida
7th Argentine Symposium on Computing Technology - 2006
Extracción de características bioinspiradas basadas en un modelo cortical auditivo   RMMG06.pdf
H. L. Rufiner, C. E. Martínez, D. H. Milone, J. Goddard
Anales de la Academia Nacional de Ciencias Exactas, Físicas y Naturales, Volume 58, page 71--78 - 2006
Frequency Domain ICA Connecting of Adjacent Frequency Bins   sinc_ONDY06.pdf
Kenko Ohta, Tadashige Noguchi, L. Di Persia, Masuzo Yanagida
21st Signal Processing Symposium, Kyodai-kaikan, Kyoto University - November 15-17 2006
Frequency-domain independent component analysis by overlap piecewise integration of separation processing   sinc_NOYD06.pdf
Tadashige Noguchi, Kenko Ohta, Masuzo Yanagida, L. Di Persia
Proceedings of the Fourth Joint Meeting of the ASA and ASJ, Volume 120, No 5, page 3048 - 2006
Game Approach to Distributed Model Predictive Control   sinc_GB06.pdf
L. Giovanini, J Balderud
International Control Conference 2006 - aug 2006
Introducción a las señales y los sistemas digitales   sinc_MRADT06.pdf
D. H. Milone, H. L. Rufiner, R. C. Acevedo, L. Di Persia, H. M. Torres
EdUNER - 2006
Modeling, identification and nonlinear model predictive control of Type I diabetic patient  
G. Schlotthauer, M. E. Torres, L. G. Gamero
Medical Engineering & Physics, Volume 3, page 240--250 - 2006
Multiresolution Information Measures applied to Speech Recognition   sinc_TRMC06b.pdf
M. E. Torres, H. L. Rufiner, D. H. Milone, A. S. Cherniz
7th Argentine Symposium on Computing Technology - 2006
Optimización de paquetes de onditas para la clasificación de señales   sinc_VM06.pdf
L. D. Vignolo, D. H. Milone
IEEE-RATE, Volume 1, Number 2, page 29-34 - 2006
Parallel implementation for wavelet dictionary optimization applied to pattern recognition   sinc_VMRA06.pdf
L. D. Vignolo, D. H. Milone, H. L. Rufiner, E. M. Albornoz
7th Argentine Symposium on Computing Technology, page 49-60 - 2006
Pattern Recognition Based Tools for Automatic Diagnosis of Pathological Voices  
G. Schlotthauer, M. E. Torres
IEEE Transactions on Biomedical Engineering - 2006
Performance of permutation-free ICA   sinc_DNOY06.pdf
L. Di Persia, Tadashige Noguchi, Kenko Ohta, Masuzo Yanagida
IEICE Technical Report. Speech, Volume 106, Number 78, page 1-6 - 2006
Registro y clasificación de eventos masticatorios de ovinos en pastoreo   sinc_GMCGML06.pdf
F. Guerin, D. H. Milone, C. Cangiano, J. Galli, C. E. Martínez, E. Laca
7th Argentine Symposium on Computing Technology - 2006
SCOPE: software para grabación, reproducción, procesamiento y análisis de la voz con aplicaciones en fonoaudiología y lingüística   sinc_LMMRS06.pdf
H. Laforcada, D. H. Milone, C. E. Martínez, H. L. Rufiner, A. Sigura
Technical Report DNDA540143, Universidad Nacional de Entre Ríos, Number DNDA540143 - 2006
Self-organizing map clustering based on continuous multiresolution entropy   sinc_TGRT06.pdf
H. M. Torres, J. Gurlekian, H. L. Rufiner, M. E. Torres
Physica A: Statistical Mechanics and its Applications, Volume 361, Number 1, page 337--354 - 2006
Separation of mixed speech signals of short duration using Wiener filter as postprocessing for Frequency-Domain ICA   sinc_HDOY06.pdf
Akihiro Handa, L. Di Persia, Kenko Ohta, Masuzo Yanagida
IPSJ SIG Notes, Volume 2006, Number 12, page 1-6 - 2006
Sistema de análisis prosódico y reconocimiento automático del habla. (Undergraduate project)   sinc_AM06.pdf
E. M. Albornoz, D. H. Milone
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2006
Source Separation by Frequency-Domain ICA on Locally Connected Frequency Bins   sinc_YNODY06.pdf
Kohei Yasui, Tadashige Noguchi, Kenko Ohta, L. Di Persia, Masuzo Yanagida
IEICE technical report. Natural language understanding and models of communication, Volume 106, Number 441, page 59-64 - 2006
Statistical method for sparse coding of speech including a linear predictive model   sinc_RGRT06.pdf
H. L. Rufiner, J. Goddard, L. F. Rocha, M. E. Torres
Physica A: Statistical Mechanics and its Applications, Volume 367, Number 1, page 231--250 - July 2006
Testing Algorithms for Inverse Simulation  
P. Czechowski, L. Giovanini, A. Ordys
IEEE International Conference on Control Applicatons 2006 - oct 2006
 
Publications in 2005
(Scientific Corpus Registration) Corpus for the evaluation of patients with auditory prosthesis (BEPPA).  
L. Aronson, P. Estienne, D. H. Milone, C. E. Martínez, H. L. Rufiner, M. E. Torres
Technical Report , - - 2005
Adaptive Control Using Multiple Models, Switching and Tuning   sinc_GBO05.pdf
L. Giovanini, M. Benosman, A. Ordys
IEEE International Conference on Industrial Electronics and Control Applications - dec 2005
Análisis y representación de la voz mediante técnicas no convencionales   sinc_Ruf05.pdf
H. L. Rufiner
PhD thesis from Universidad de Buenos Aires, Argentina - 2005
Analysis of spanish synthesized speech signals using spectral and basis pursuit representations   sinc_MGMR05.pdf
F. M. Martínez, J. Goddard, A. E. Martínez, H. L. Rufiner
Proc. of the 4th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications - october 2005
Clasificación de fonemas mediante representaciones corticales auditivas   sinc_RMG05.pdf
H. L. Rufiner, C. E. Martínez, J. Goddard
XV Congreso Argentino de Bioingenierí­a (SABI 2005) - september 2005
Construcción de patrones prosódicos para el reconocimiento automático del habla   sinc_AM05.pdf
E. M. Albornoz, D. H. Milone
7th Argentine Symposium on Artificial Intelligence, page 225--236 - 2005
Descomposición Modal Empírica: análisis y disminución de ruido en señales biológicas  
G. Schlotthauer, M. E. Torres
XV Congreso Argentino de Bioingenierí­a (SABI 2005) - september 2005
Evaluación de técnicas clásicas de reducción de ruido en señales de voz   sinc_TAMMTR05.pdf
D. R. Tomassi, L. Aronson, C. E. Martínez, D. H. Milone, M. E. Torres, H. L. Rufiner
Revista de la Sociedad Argentina de Bioingeniería, Volume 11, Number 2, page 19--28 - 2005
Evaluación de técnicas clásicas de reducción de ruido en señales de voz   sinc_TAMMTR05a.pdf
D. R. Tomassi, L. Aronson, C. E. Martínez, D. H. Milone, M. E. Torres, H. L. Rufiner
XV Congreso Argentino de Bioingenierí­a (SABI 2005) - Setember 21--23 2005
Evaluación de un programa para la clasificación automática de sonidos masticatorios  
J. Galli, H. Laforcada, D. H. Milone, C. Cangiano
Revista Argentina de Producción Animal, Volume 25, Number 1, page 190--191 - 2005
Evaluación de un programa para la clasificación automática de sonidos masticatorios  
J. Galli, H. Laforcada, D. H. Milone, C. Cangiano
28º Congreso Argentino de Producción Animal - October 2005
Fault Tolerant Predictive Control   sinc_GDOG05.pdf
L. Giovanini, A. Dutka, A. Ordys, M. Grimble
IAR Meeting - nov 2005
Investigación y desarrollo de algoritmos de reconocimiento de patrones y procesamiento digital de la señal electrocardiográfica (Holter)  
D. H. Milone
Technical Report , CETRI-UNL y Eccosur-Sirex - 2005
Nonlinear RF/Microwave device and system modeling using neural networks   sinc_Ste05.pdf
G. Stegmayer
PhD thesis from Politecnico di Torino - dec 2005
Onditas perceptualmente diseñadas para el reconocimiento automático del habla   sinc_DMR05.pdf
A. Dabin, D. H. Milone, H. L. Rufiner
Proc. 7th Argentine Symposium on Artificial Intelligence, page 249--260 - 2005
Optimización de paquetes de onditas para la clasificación de señales   sinc_VM05.pdf
L. D. Vignolo, D. H. Milone
Anales de la XI Reunión de Trabajo en Procesamiento de la Información y Control - september 2005
Reconocimiento automático del habla con redes neuronales artificiales   sinc_Mil05.pdf
D. H. Milone
Revista Ciencia, Docencia y Tecnología, Volume XVI, Number 31, page 261--322 - 2005
Removing Reflected Waves Using Temporal and Spectral Subtraction Without a priori Knowledge   sinc_ODY05a.pdf
Kenko Ohta, L. Di Persia, Masuzo Yanagida
International Workshop on Nonlinear Signal and Image Processing (NSIP 2005) - May 2005
Wiener Modelling and Model Predictive Control for Wastewater Applications   sinc_OGOR05.pdf
M. O Brien, L. Giovanini, A. Ordys, K. Reza
European Modelling and Simulation Symposium - apr 2005
 
Publications in 2004
Analysis of Spanish Speech Signals using Higher Order Statistics   sinc_MGMR04.pdf
F. M. Martínez, J. Goddard, A. E. Martínez, H. L. Rufiner
Memorias del III Congreso Latinoamericano de Ingeniería Biomédica (IIICLAEB 2004) - september 2004
Competencias de vida artificial para fomentar la creatividad   sinc_BMBS04.pdf
D. Beber, D. H. Milone, J. Biurrun, A. Sigura
IV Congreso Argentino de Enseñanza de Ingeniería - 2004
Embedded Estimators in Predictive Feedback Control   sinc_Gio04.pdf
L. Giovanini
ISA Transactions Journal, Volume 43, Number 4, page 643--649 - 2004
Feedback Cooperative Control for Releasing Input Saturation  
L. Giovanini, H. Xia
IEEE International Conference on Control Applicatons 2004 - sep 2004
Flexible-Structure Control   sinc_Gio04a.pdf
L. Giovanini
ISA Transactions Journal, Volume 43, Number 3, page 361--376 - 2004
Introducing complexity measures in nonlinear physiological signals: application to robust speech recognition   sinc_RTGM04.pdf
H. L. Rufiner, M. E. Torres, L. G. Gamero, D. H. Milone
Physica A: Statistical Mechanics and its Applications, Volume 332, Number 1, page 496--508 - 2004
Multifractal Characterization Of Heart Rate During Transitory Myocardial Ischemia  
J. L. Godoy, M. E. Torres
Proceeding of Latin American Biomedical Engineering Conference (CLAEB 2004) - 2004
Noisy speech recognition using string kernels   sinc_GMMR04.pdf
J. Goddard, F. M. Martínez, A. E. Martínez, H. L. Rufiner
Proc. of the 9th International Conference Speech and Computer (SPECOM 2004), page 89--94 - september 2004
Representación rala de la señal de voz   sinc_RGR04.pdf
H. L. Rufiner, J. Goddard, L. F. Rocha
Revista Argentina de Bioingeniería, Volume 10, Number 2, page 3--12 - november 2004
Robust Predictive Feedback Control for Constrained Sustems   sinc_GG04.pdf
L. Giovanini, M. Grimble
International Journal of Control and Systems, Volume 2, Number 4, page 407--422 - 2004
Separation of Mixed Speech in Reverberant Environment Using Independent Component Analysis   sinc_HTDY04.pdf
Akihiro Handa, Kensuke Tsutsumi, L. Di Persia, Masuzo Yanagida
Spring Meeting of Japanese Society of Information Processing - 2004
Sistema de reconocimiento automático del habla   sinc_RM04_2.pdf
H. L. Rufiner, D. H. Milone
Revista Ciencia, Docencia y Tecnología, Volume XV, Number 28, page 149-178 - 2004
Validity Studies of Blind Source Separation Using Independent Component Analysis in Real Environment  
Kensuke Tsutsumi, Akihiro Handa, L. Di Persia, Masuzo Yanagida
Technical report of IEICE. EA, Volume 103, Number 609, page 1-6 - 2004
 
Publications in 2003
A comparison of String Kernels and discrete Hidden Markov Models on a Spanish Digit Recognition Task   sinc_GMMR03.pdf
J. Goddard, A. E. Martínez, F. M. Martínez, H. L. Rufiner
Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, page 2962--2965 - september 2003
A Fault Detection and Isolation Filter for Discrete Linear Systems   sinc_GD03.pdf
L. Giovanini, R. Dondo
ISA Transactions Journal, Volume 42, Number 2, page 307--317 - 2003
Análisis multifractal de la regulación autonómica del ritmo cardiaco en episodios isquémicos  
J. L. Godoy, M. E. Torres, M. M. Añino
Revista de la Sociedad Argentina de Bioingeniería, Volume 9, Number 2, page 24--29 - 2003
Artificial Life Contests: Encouraging Creativity   sinc_MBB03_2.pdf
D. H. Milone, D. Beber, J. Biurrun
Proceedings of the International Congress on Computational Bioengineering - 2003
Automatic Detection of Slight Parameter Changes Associated to Complex Biomedical Signals using Multiresolution q-Entropy  
M. E. Torres, M. M. Añino, G. Schlotthauer
Medical Engineering and Physics (ISSN: 1350-4533), Volume 25, Number 10, page 859-867 - 2003
Chromosome Classification Using Continuous Hidden Markov Models   sinc_MGJC03.pdf
C. E. Martínez, H. García, A. Juan, F. Casacuberta
Pattern Recognition and Image Analysis, Volume 2652, page 494--501 - 2003
Comparison of different methods for computing scaling parameter in the presence of trends  
M. E. Torres, P. Abry
CD Memorias XIV Congreso Argentino de Bioingeniería y III Jornadas de Ingeniería Clínica (SABI 2003) - 2003
Controller Benchmarking of a Heat-exchange network  
H. Xia, L. Giovanini, M. Grimble, B. Bulut
IEEE Conference of Control Applications 2003 - jun 2003
Correlation between the impedance values and behavioral comfortable levels in children with the MED-EL   sinc_AM03.pdf
L. Aronson, D. H. Milone
4th International Symposium on Electronic Implants in Otology and Conventional Hearing Aids - 2003
Diseño y desarrollo de un software para el análisis y procesamiento de señales de voz   sinc_LMMR03.pdf
H. Laforcada, D. H. Milone, C. E. Martínez, H. L. Rufiner
Memorias del XIV Congreso Argentino de Bioingeniería, page 66 - 2003
Estimación de estructuras acentuales   sinc_MR03.pdf
D. H. Milone, A. J. Rubio
Memorias del XIV Congreso Argentino de Bioingeniería, page 70 - 2003
Filter for Detecting and Isolating Faults for a nonlinear system   sinc_GD03a.pdf
L. Giovanini, A. Dutka
Safe Processes 2003 - jul 2003
Implementación de un cluster de PCs para experimentación numérica   sinc_LMMRA03.pdf
A. Lacentra, J. T. Molas Giménez, D. H. Milone, H. L. Rufiner, A. Azar
IX Jornadas Internacionales de Ingeniería Clínica y Tecnología Médica - August 2003
Información acentual para el reconocimiento automático del habla   sinc_Mil03.pdf
D. H. Milone
PhD thesis from Departamento de Electrónica y Tecnología de Computadores, Facultad de Ciencias, Universidad de Granada - 2003
Low-Level Flexible-Structure Control Applied to Heat Exchanger Networks   sinc_GM03.pdf
L. Giovanini, J. Marchetti
Computer & Chemical Engineering, Volume 27, Number 8--9, page 1129--1142 - 2003
Model Predictive Control With Amplitude and Rate Actuator Saturation   sinc_Gio03a.pdf
L. Giovanini
ISA Transactions Journal, Volume 42, Number 2, page 227--244 - 2003
Predictive feedback control   sinc_Gio03.pdf
L. Giovanini
ISA Transactions Journal, Volume 42(2), page 207--226 - 2003
Predictive Feedback Control   sinc_GG03a.pdf
L. Giovanini, M. Grimble
42 IEEE Control and Decision Conference - dec 2003
Predictive Feedback Control with Multiple Model Approach   sinc_GG03.pdf
L. Giovanini, M. Grimble
IAR Meeting - nov 2003
Prosodic and accentual information for automatic speech recognition   sinc_MR03a.pdf
D. H. Milone, A. J. Rubio
IEEE Transactions on Speech and Audio Processing, Volume 11, Number 4, page 321--333 - 2003
Representación rala de la señal de voz   sinc_RGR03.pdf
H. L. Rufiner, J. Goddard, L. F. Rocha
Memorias del XIV Congreso Argentino de Bioingeniería - october 2003
Robust CIS strategy for cochlear implants   sinc_TMRA03.pdf
D. Tochetto, D. H. Milone, H. L. Rufiner, L. Aronson
Proceedings of the World Congress on Medical Physics and Biomedical Engineering, page 2593-2595 - 2003
Segmentación automática de señales de voz mediante el análisis de cambios en la entropía multiresolución continua   sinc_TGRMMS03.pdf
M. E. Torres, L. G. Gamero, H. L. Rufiner, C. E. Martínez, D. H. Milone, G. Schlotthauer
Memorias del XIV Congreso Argentino de Bioingenierí­a, page 125 - 2003
Segmentación evolutiva de la voz   sinc_MM03.pdf
D. H. Milone, J. J. Merelo
Memorias del XIV Congreso Argentino de Bioingeniería, page 71 - 2003
Sistema de Telemetría de señales biológicas mediante enlace de radiofrecuencia  
M. F. De Ieso, L. Di Persia
I Jornadas de Investigación y Extensión – INEX 2003 - 2003
Slight Parameter Changes Detection in Biological Models: A Multiresolution Approach  
M. E. Torres, M. M. Añino, G. Schlotthauer
Physica A: Statistical Mechanics and its Applications, Volume 324, Number 3--4, page 645--664 - 2003
Study of complexity in normal and pathological speech signals   sinc_TGRMMS03a.pdf
M. E. Torres, L. G. Gamero, H. L. Rufiner, C. E. Martínez, D. H. Milone, G. Schlotthauer
Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, page 2339--2342 - 2003
 
Publications in 2002
Aviation medicine: challenges for telemedicine  
O. Ferrer-Roca, R. D. Diaz deLeon, F. J. De La Torre, Margarita Suarez-Delgado, L. Di Persia, Monica Cordo
J Telemed Telecare, Volume 8, Number 1, page 1--4 - 2002
Correlación entre la Impedancia y Niveles Máximos de Confort en niños con Implante Coclear Multicanal   sinc_AM02.pdf
L. Aronson, D. H. Milone
Congreso Latinoamericano de Implante Coclear Pediátrico - 2002
Correlation between the impedance values and behavioral levels of stimulation in children with the MED-EL system  
L. Aronson, D. H. Milone, P. Estienne
Proceedings of the 7th International Cochlear Implant Conference - September 2002
Evolutionary Algorithm for Speech Segmentation   sinc_MMR02.pdf
D. H. Milone, J. J. Merelo, H. L. Rufiner
Proceedings of the 2002 IEEE World Congress on Computational Intelligence, page 741-744 - May. 12--17 2002
Fault Tolerant Predictive Feedback Control  
L. Giovanini
III Latin-American Workshop on Testing and Fault Tolerant Systems, page 80--89 - 2002
Information measures in automatic speech recognition   sinc_RTGM02.pdf
H. L. Rufiner, M. E. Torres, L. G. Gamero, D. H. Milone
Proceedings of the 2002 SIAM 50th Anniversary and Annual Meeting - 2002
Multivariable Predictive Feedback Control  
L. Giovanini
I International Workshop on Electronic Design, Test and Applicaton, page 100--106 - 2002
Preserving acoustic cues in Speech Denoising   sinc_RRG02.pdf
H. L. Rufiner, L. F. Rocha, J. Goddard
Proc. of the 2nd Joint Meeting of the IEEE Engineering in Medicine and Biology Society and the Biomedical Engineering Society EMBS-BMES2002, Volume 1, page 288--289 - October 2002
Sparse and Independent Representations of Speech Signals Based on Parametric Models   sinc_RRG02a_2.pdf
H. L. Rufiner, L. F. Rocha, J. Goddard
Proc. of the International Conference on Spoken Language Processing ICSLP 2002, page 989--992 - September 2002
String kernels for the classification of speech data   sinc_GMMR02.pdf
J. Goddard, F. M. Martínez, A. E. Martínez, H. L. Rufiner
Proc. of the 144th Meeting of the Acoustical Society of America, 3rd Iberoamerican Congress of Acoustics, 9th Mexican Congress of Acoustics, Volume 112, page 2304 - december 2002
Supercomputadoras basadas en clusters de PCs   sinc_MAR02.pdf
D. H. Milone, A. Azar, H. L. Rufiner
Revista Ciencia, Docencia y Tecnología, Volume XIII, Number 25, page 173-208 - november 2002
Using Recurrent Neural Networks for Automatic Chromosome Classification   sinc_MJC02.pdf
C. E. Martínez, A. Juan, F. Casacuberta
Artificial Neural Networks - ICANN 2002: Proceedings, Springer-Verlag, Volume 2415, page 565--570 - 2002
 
Publications in 2001
A New Technique Based on Augmented Language Models to Improve the Performance of Spoken Dialogue Systems   sinc_LM01.pdf
R. López-Cózar, D. H. Milone
Proceedings of the 9th European Conference on Speech Communication and Technology, page 741-744 - 2001
Automatic Detection of Slight Changes in Nonlinear Dynamical Systems using Multiresolution Entropy Tools  
M. E. Torres, M. M. Añino, L. G. Gamero, M. A. Gemignani
Int. J. of Bifurcations and Chaos, Volume 11, Number 4, page 967--981 - 2001
Basis Pursuit applied to Speech Signals   sinc_RGMM01.pdf
H. L. Rufiner, J. Goddard, A. E. Martínez, F. M. Martínez
Proceedings of the 5th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2001) and the 7th International Conference on Information Systems Analysis and Synthesis (ISAS 2001) - July 2001
Detección automática de variaciones suaves en parámetros asociados a señales biomédicas complejas usando q-entropías multirresolución  
M. E. Torres, M. M. Añino, G. Schlotthauer
Proc. of XIII Congreso Argentino de Bioingeniería y II Jornadas de Ingeniería Clínica. SABI'2001, page 135 - 2001
Embedded Estimator in Model Predictive Feedback Control  
L. Giovanini
II Latin-American Workshop on Testing and Fault Tolerant Systems, page 230--239 - 2001
Filter for Detecting and Isolating Faults for a Linear System under Disturbances  
L. Giovanini, R. Dondo
I Congreso Internacional de Matemática Aplicada, page 101--105 - 2001
Including prosodic cues in ASR systems   sinc_MR01.pdf
D. H. Milone, A. J. Rubio
Proceedings of the 5th world multiconference on systemics, cybernetics and informatics (SCI2001) and the 7th international conference on information systems analysis and synthesis (ISAS 2001) - Jul. 2001
Información prosódica y acentual para el reconocimiento automático del habla  
A. J. Rubio, D. H. Milone
Actas del II Congreso de Fonética Experimental, page 56-77 - 2001
Low-level Flexible Structure Control Applied to Heat Exchanger Networks  
L. Giovanini, J. Marchetti
2nd Pan American Workshop on Process Systems Engineering - 2001
Modelos de Lenguaje Variantes en el Tiempo   sinc_MRL01.pdf
D. H. Milone, A. J. Rubio, R. López-Cózar
Memorias del XXIV congreso nacional de ingeniería biomédica - Oct. 2001
Predictive Feedback Control with Multiple Model Approach  
L. Giovanini
International Conference on System Engineering, Communications and Information Technology, page 235--245 - 2001
Slight Parameter Changes Detection in Complex Signals: Multiresolution Entropy Automatic Tool and Applications  
M. E. Torres, M. M. Añino, L. G. Gamero
Proc. de la IX Reunión de Trabajo en Procesamiento de la Información y Control, VI, Universidad Nacional del Litoral - Argentina, page 121--126 - 2001
Slight Parameter Changes Detection in Complex Signals: Multiresolution q-Entropy Automatic Tool  
M. E. Torres, M. M. Añino, G. Schlotthauer
2001 IEEE-EURASIP Workshop on non linear signal and image processing, page 1--5 - June 2001
 
Publications in 2000
Acoustic Analysis of Speech for Detection of Laryngeal Pathologies   sinc_MR00.pdf
C. E. Martínez, H. L. Rufiner
Proceedings of the Chicago 2000 World Congress IEEE EMBS - 2000
Automatic Speaker Identification by means of Mel Cepstrum, Wavelets and Wavelets Packets   sinc_TR00.pdf
H. M. Torres, H. L. Rufiner
Proceedings of the Chicago 2000 World Congress IEEE EMBS - July 2000
Características Acústicas de las Vocales del Español Rioplatense   sinc_ARFE00.pdf
L. Aronson, H. L. Rufiner, H. Furmanski, P. Estienne
Fonoaudiológica, Volume 46, Number 2, page 12--20 - July 2000
Clasificación de Fonemas mediante Paquetes de Onditas orientadas Perceptualmente y una Red Neuronal por Fonema   sinc_RMT00.pdf
H. L. Rufiner, C. E. Martínez, H. M. Torres
Anales de las VIII Jornadas de Jóvenes Investigadores Grupo Montevideo, page 91 - September 2000
Comparación entre Filtrado Óptimo Probabilístico y Filtrado no lineal mediante Redes Neuronales para limpieza de habla continua con ruido   sinc_RMT00a.pdf
H. L. Rufiner, C. E. Martínez, H. M. Torres
Anales de las VIII Jornadas de Jóvenes Investigadores Grupo Montevideo, page 76 - September 2000
Dimensionamiento Óptimo de Estructuras de Hormigón Armado  
V. Fachionitti, P. Sanchez, V. Sonzogni
Congreso de Ingeniería 2000, page 386--395 - September 2000
Feedback Predictivo  
L. Giovanini, J. Marchetti
XVII Simposio Nacional de Control Automático, Volume 1, page 31--37 - 2000
Flexible Structure Control A Practical solution to Manipulated Constrains  
L. Giovanini, J. Marchetti
Congress of Advanced Control in Chemical Industry, Volume 1, page 150--154 - 2000
Relative complexity changes in time series using information measures  
M. E. Torres, L. G. Gamero
Physica A, Volume 286, Number 3-4, page 457--473 - Oct. 2000
Restricciones de Funcionamiento en Tiempo Real de un Sistema Automático de Dialogo   sinc_LRBM00.pdf
R. López-Cózar, A. J. Rubio, M. C. Benitez, D. H. Milone
Revista de la Sociedad Española para el Pocesamiento del Lenguaje Natural, Number 26, page 169--174 - Sep. 2000
 
Publications in 1999
Control de Estructura Flexible en Redes de Intercambiadores de Calor  
L. Giovanini, J. Marchetti
VII Reunión de Procesamiento de la Información y Control, Volume 3, page 59--67 - 1999
Control Predictivo Robusto con Restricciones  
L. Giovanini, J. Marchetti
VIII Runión de Procesamiento de la Información y Control, Volume 3, page 49--58 - 1999
Detección automática de patologías laríngeas mediante análisis de la voz   sinc_RM99.pdf
H. L. Rufiner, C. E. Martínez
Anales del XII Congreso Argentino de Bioingenierí­a, Volume 1, page 55--58 - june 1999
El procesamiento de señales ligadas a problemas no lineales  
M. E. Torres
PhD thesis from Universidad Nacional de Rosario - Argentina - 1999
Human brain dynamics: the analysis of EEG signals with Tsallis information measure  
A. Capurro, L. Diambra, D. Lorenzo, O. Macadar, M. T. Martín, M. C. Mostaccio, A. Plastino, J. Perez, E. Rofman, M. E. Torres, J. Velluti
Physica A: Statistical Mechanics and its Applications, Volume 265, Number 1-2, page 235--254 - 1999
Identificación Automática del Hablante mediante Redes con Retardos   sinc_TR99.pdf
H. M. Torres, H. L. Rufiner
Anales del XII Congreso Argentino de Bioingenierí­a, Volume 1, page 319--322 - June 1999
Shaping time-domain response with discrete controller   sinc_GM99.pdf
L. Giovanini, J. Marchetti
Indusrtial & Engineering Chemical Research, Volume 38, page 4777--47789 - 1999
Statistical Methods for Speech Recognition  
F. Jelinek
MIT Press - 1999
 
Publications in 1998
Arboles de redes neuronales autoorganizativas   sinc_MSSR98.pdf
D. H. Milone, J. C. Sáez, G. Simón, H. L. Rufiner
Revista Mexicana de Ingeniería Biomédica, Volume 19, Number 4, page 13--26 - Dic. 1998
Arboles de redes neuronales autoorganizativas   sinc_MSSR98b.pdf
D. H. Milone, J. C. Sáez, G. Simón, H. L. Rufiner
Anales del 1er Congreso Latinoamericano de Ingeniería Biomédica, Mazatlán 98, Volume 1, page 779--784 - Nov. 1998
Clasificación de fonemas mediante paquetes de onditas orientadas perceptualmente   sinc_TR98.pdf
H. M. Torres, H. L. Rufiner
Anales del 1er Congreso Latinoamericano de Ingeniería Biomédica, Mazatlán 98, Volume 1, page 163--166 - November 1998
Detección y Clasificación de los Cambios en la Media de un Proceso  
L. Giovanini, E. Adam, F. Gómez, J. Marchetti
XVI Simposio Nacional de Control Automático, Volume 1, page 152--157 - 1998
Paquetes de onditas evolutivas para clasificación de señales   sinc_GR98.pdf
L. G. Gamero, H. L. Rufiner
Anales del 1er Congreso Latinoamericano de Ingeniería Biomédica, Mazatlán 98, Volume 1, page 784--787 - november 11-14 1998
Procesamiento y Clasificación de Fonemas mediante Onditas y Redes con Retardos   sinc_RG98.pdf
H. L. Rufiner, J. Goddard
Revista Argentina de Bioingeniería, Volume 4, Number 1, page 11-20 - March 1998
Self-Organizing Neural Tree Networks   sinc_MSSR98a.pdf
D. H. Milone, J. C. Sáez, G. Simón, H. L. Rufiner
Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Volume 3, page 1348--1351 - Oct. 1998
Sistema de análisis de señales de voz de aplicación fonoaudiológica y lingüística   sinc_RM98.pdf
H. L. Rufiner, C. E. Martínez
Anales del 1er Congreso Latinoamericano de Ingeniería Biomédica, Mazatlán 98, Volume 1, page 741--744 - 1998
Tsallis entropy and cortical dynamics: the analysis of EEG signals  
A. Capurro, L. Diambra, D. Lorenzo, O. Macadar, M. T. Martín, M. C. Mostaccio, A. Plastino, E. Rofman, M. E. Torres, J. Velluti
Physica A: Statistical Mechanics and its Applications, Volume 257, Number 1--4, page 149--155 - 1998
 
Publications in 1997
A Method of Wavelet Selection in Phone Recognition   sinc_RG97.pdf
H. L. Rufiner, J. Goddard
Proceedings of the 40th Midwest Symposium on Circuits and Systems, Volume 2, page 889--891 - August 1997
Ajuste Optimo de Controladores Discretos  
L. Giovanini, J. Marchetti
VII Reunión de Procesamiento de la Información y Control, Volume 1, page 352--358 - 1997
Análisis Espectral de una Lista de Palabras empleada en Logoaudiometría   sinc_MRCCH97.pdf
A. E. Martínez, H. L. Rufiner, J. M. Cornejo, M. Cadena, E. Herrera
Anales del VIII Congreso de la Asociación Mexicana de Audiología, Foniatría y Comunicación Humana - march 1997
Characterization of Epileptic EEG Time Series (II): Wavelet Transform and Information Theory  
C. E. D Attellis, L. G. Gamero, S. Isaacson, R. Sirne, M. E. Torres
Birkäuser, page 227--262 - 1997
Laboratorio de Voz  
H. L. Rufiner, J. M. Cornejo, M. Cadena, E. Herrera
Anales del VIII Congreso de la Asociación Mexicana de Audiología, Foniatría y Comunicación Humana - march 1997
On a Multiresolution Entropy Measure  
M. E. Torres, L. G. Gamero, P. Flandrin, P. Abry
SPIE'97 Wavelet Applications in Signal and Image Processing V, Volume 3169, page 400--407 - July 1997
On a multiresolution entropy measure  
M. E. Torres, L. G. Gamero, P. Flandrin, P. Abry
Wavelet Applications in Signal and Image Processing V - 1997
Tsallis information measure, multiresolution analysis, and nonlinear dynamics  
A. Capurro, L. Diambra, D. Lorenzo, O. Macadar, M. T. Martín, A. Plastino, E. Rofman, M. E. Torres, J. Velluti
Technical Report 3184, INRIA-Rapport de recherche, Number 3184 - Juin 1997
Wavelet Analysis and Nonlinear Dynamics in a non Extensive Setting  
L. G. Gamero, A. Plastino, M. E. Torres
Physica A: Statistical Mechanics and its Applications, Volume 246, Number 3--4, page 487--509 - 1997
 
Publications in 1996
Aplicación de Linealización Exacta al Control de Posición del Cabezal de una Cosechadora  
L. Giovanini, F. Camusso, A. Cardona, J. Marchetti
XV Simposio Nacional de Control Automático y VII Congreso Latinoamericano de Control Automático, Volume 2, page 846--851 - 1996
Aprendizaje Maquinal en Medicina: Diabetes, un caso de estudio   sinc_GMMCRA96.pdf
J. Goddard, F. M. Martínez, A. E. Martínez, J. M. Cornejo, H. L. Rufiner, R. C. Acevedo
Revista Mexicana de Ingeniería Biomédica, Volume 17, Number 1, page 5-11 - November 1996
Comparación entre Análisis Wavelets y Fourier aplicados al Reconocimiento Automático del Habla   sinc_Ruf96.pdf
H. L. Rufiner
Master thesis from Universidad Autónoma Metropolitana, México - 1996
Controlador Adaptivo Predictivo Robusto  
L. Giovanini, J. Marchetti
XV Simposio Nacional de Control Automático y VII Congreso Latinoamericano de Control Automático, Volume 1, page 324--329 - 1996
Detection of changes in nonlinear dynamical systems using multirresolution entropy  
M. E. Torres, L. G. Gamero, C. E. D Attellis
Technical Report 2812, INRIA, Number 2812 - 1996
Diagnóstico de Cardiopatías mediante Redes Neuronales y Algoritmos Genéticos   sinc_GLR96a.pdf
J. Goddard, I. López, H. L. Rufiner
Revista Argentina de Bioingeniería, Volume 2, Number 2 - September 1996
Improving the Classification Accuracy of Cardiac Patients   sinc_GLR96.pdf
J. Goddard, I. López, H. L. Rufiner
Proceedings of the 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - October 1996
 
Publications in 1995
A multiresolution entropy approach to detect epileptic form activity in the EEG  
M. E. Torres, L. G. Gamero, C. E. D Attellis
Proceedings of the IEEE Workshop on Non Linear Signal and Image Processing, Volume II, page 791--794 - 1995
Clasificación Automática de Datos Irregulares para Derivación Postoperatoria   sinc_GMMCRAL95.pdf
J. Goddard, F. M. Martínez, A. E. Martínez, J. M. Cornejo, H. L. Rufiner, R. C. Acevedo, I. López
Memorias del XVII Congreso Nacional de Ingeniería Biomédica, Volume 16, page 23 - October 1995
Pattern Detection in EEG using multirresolution entropy  
M. E. Torres, L. G. Gamero, C. E. D Attellis
Latin American Applied Research, Volume 53, page 53--57 - 1995
Redes Neuronales y Arboles de Decisión: Un Enfoque Híbrido   sinc_GMMCRA95.pdf
J. Goddard, F. M. Martínez, A. E. Martínez, J. M. Cornejo, H. L. Rufiner, R. C. Acevedo
Memorias del Simposium Internacional de Computación organizado por el Instituto Politécnico Nacional - November 1995
 
Publications in 1994
Comparison between and wavelets and Fourier analysis as speech recognition preprocessing techniques   sinc_RGTZS94.pdf
H. L. Rufiner, L. G. Gamero, M. E. Torres, D. Zapata, A. Sigura
Proceed. of the World Congress on Medical Physics and Biomedical Engineering, Río de Janeiro, Brasil, Volume 1, page 278 - August 1994
Sistema de Análisis de Señales de Voz de aplicación fonoaudiológica  
M. Argot, H. L. Rufiner, D. Zapata, A. Sigura
Anales del II Congreso Iberoamericano de Informática - march 1994
Sistema de conversión de texto a voz de idioma castellano y vocabulario ilimitado  
M. Argot, H. L. Rufiner, A. Sigura
Anales del II Congreso Iberoamericano de Informática - march 1994
Una Herramienta para la Investigación Fisiológica y Clínica de la Voz y el Habla  
M. Argot, H. L. Rufiner, D. Zapata, A. Sigura
Anales del XVIII Congreso Latinoamericano de Ciencias Fisiológicas - april 1994
 
Publications in 1993
Análisis Digital de Señales de Voz Orientado a la Rehabilitación Fonoarticulatoria   sinc_ARZSA93.pdf
M. Argot, H. L. Rufiner, D. Zapata, A. Sigura, L. Aronson
Fonoaudiológica, Volume 39, Number 2, page 57--72 - oct 1993
Control de un Robot Mediante Computación Neuronal   sinc_RZSG93.pdf
H. L. Rufiner, D. Zapata, A. Sigura, L. G. Gamero
Anales del X Congreso Nacional de Informática y Telecomunicaciones, Volume 1, page 201--208 - may 1993
Interfaz oral para computadoras personales orientada al discurso continuo   sinc_RZS93.pdf
H. L. Rufiner, D. Zapata, A. Sigura
Telegráfica Electrónica, Number 938, page 602--609 - 1993
 
Publications in 1992
Interfaz oral para computadoras personales orientada al discurso continuo  
H. L. Rufiner, D. Zapata, A. Sigura
Memorias del Tercer Encuentro Académico Tecnológico organizado por IBM y la UNL, page 47 - september 1992
Simulación, Entrenamiento y Evaluación de Redes Neuronales Anteroalimentadas en Computadoras Personales   sinc_RZS92a.pdf
H. L. Rufiner, D. Zapata, A. Sigura
Anales del I Congreso Conjunto de Bioingeniería y Física Médica, VIII Congreso Argentino de Bioingeniería y III Workshop de Física Médica - October 1992
Sistema de Adquisición, Procesamiento y Análisis de Señales de Voz   sinc_RZS92b.pdf
H. L. Rufiner, D. Zapata, A. Sigura
Anales del I Congreso Conjunto de Bioingeniería y Física Médica, VIII Congreso Argentino de Bioingeniería y III Workshop de Física Médica - October 1992
 
Publications in 1991
Desarrollo de un Analizador de secuencias fonéticas aplicable al Reconocimiento automático del habla  
H. L. Rufiner, C. Tabernig, D. Zapata
Anales de la IV Reunión de Trabajo en Procesamiento de la Información y Control (RPIC 1991), Volume 1, page 9--13 - november 1991
Redes neuronales aplicadas al reconocimiento del discurso continuo  
H. L. Rufiner, D. Zapata
Anales de la IV Reunión de Trabajo en Procesamiento de la Información y Control (RPIC 1991), Volume 1, page 263--270 - november 1991
Spanish Speech Recognition using Neural Networks and Parsing Techniques  
H. L. Rufiner, D. Zapata
Annals of the IV International Symposium on Biomedical Engineering, page 535--538 - September 1991
 
Publications in 1990
Reconocimiento automático de fonemas basado en Redes Neuronales  
H. L. Rufiner, D. Zapata, J. Chaves
Anales de la VII Reunión Científica Sociedad Argentina de Bioingeniería (SABI) - oct 1990

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