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

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