Milone, D. H.'s publications with sinc(i)

  • 254 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
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
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
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
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
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
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
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
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
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
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
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
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
 
Publications in 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
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
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
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
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
 
Publications in 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
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
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
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
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
 
Publications in 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
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
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
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
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
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
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
 
Publications in 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
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
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
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
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
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
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
 
Publications in 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
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
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
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
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
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
Genome-wide pre-miRNA discovery from few labeled examples   sinc_YSM17.doi sinc_YSM17.pdf
C. Yones, G. Stegmayer, D. H. Milone
Bioinformatics - 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
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
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
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
 
Publications in 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 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
Discovery of novel pre-miRNAs: unsupervised versus supervised machine learning   sinc_SM16.pdf
G. Stegmayer, D. H. Milone
4th ISCB-LA Bioinformatics Conference - 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
 
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 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
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
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
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
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
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
 
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
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
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
 
Publications in 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
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
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
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
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
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
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
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
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
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 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
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
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
 
Publications in 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
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
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
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
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_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
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
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
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
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
 
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
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
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
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
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
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
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
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 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
 
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 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
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
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
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
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
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
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
 
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
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
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
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
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
 
Publications in 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
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
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
 
Publications in 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
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
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
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
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
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
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
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
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
 
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
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
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
 
Publications in 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 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
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
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

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