Publications

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Publications in 2026
Copiloto Multiagente Basado en LLMs para la Gestión Inteligente del Sistema Argentino de Interconexión (SADI) bajo Alta Penetración Renovable   sinc_GMPR26.pdf
M. Gerard, G. Magallán, I. R. Peralta, H. L. Rufiner
Actas del V Congreso de Investigación y Transferencia Tecnológica en Ingeniería Eléctrica (CITTIE 2026) - 2026
ET-Pfam: Ensemble transfer learning for protein family prediction   sinc_DVEFBMS26.doi sinc_DVEFBMS26.pdf
S. Duarte, R. Vitale, S. Escudero, E. Fenoy, L. A. Bugnon, D. H. Milone, G. Stegmayer
Bioinformatics, page 1--12 - 2026
Exploring Sex-Related Biases in Deep Learning Models for Motor Imagery Brain-Computer Interfaces   sinc_ZPME.doi sinc_ZPME26.pdf
B. Zorzet, V. Peterson, D. H. Milone, R. Echeveste
International Journal of Human--Computer Interaction, page 1--12 - 2026
GNN2Pfam: Integrating protein sequence and structure with graph neural networks for Pfam domain annotation   sinc_FBVDMS26.doi sinc_FBVDMS26.pdf
E. Fenoy, L. A. Bugnon, R. Vitale, S. Duarte, D. H. Milone, G. Stegmayer
Journal of Structural Biology, page 1--18 - 2026
Multivariate forecasting of energy demand using recurrent neural networks   sinc_UVM26.doi sinc_UVM26.pdf
M. Uhrig, L. D. Vignolo, O. Müller
Advanced Engineering Informatics, Volume 71 - 2026
 
Publications in 2025
A multi-head deep fusion model for recognition of cattle foraging events using sound and movement signals   sinc_FCVPGGR25.doi sinc_FCVPGGR25.pdf
M. Ferrero, J. O. Chelotti, L. D. Vignolo, F. Tamarit, J. Galli, L. Giovanini, H. L. Rufiner
Engineering Applications of Artificial Intelligence, Volume 157 - 2025
A noise-robust acoustic method for recognizing foraging activities of grazing cattle   sinc_RCFGUPRG25.doi sinc_RCFGUPRG25.pdf
L. Rau, J. O. Chelotti, M. Ferrero, J. Galli, S.A Utsumi, A. M. Planisich, H. L. Rufiner, L. Giovanini
Computers and Electronics in Agriculture, Volume 229 - 2025
Comprehensive benchmarking of large language models for RNA secondary structure prediction   sinc_ZBGDSM25.doi sinc_ZBGDSM25.pdf
L. Zablocki, L. A. Bugnon, M. Gerard, L. Di Persia, G. Stegmayer, D. H. Milone
Briefings in Bioinformatics, Volume 26, Number 2 - 2025
Multi-view hybrid graph convolutional network for volume-to-mesh reconstruction in cardiovascular MRI   sinc_GMXBRTMFF25.doi sinc_GMXBRTMFF25.pdf
N. Gaggion, B. Matheson, Y. Xia , R. Bonazzola, N. Ravikumar , Z. Taylor, D. H. Milone, A. Frangi, E. Ferrante
Medical Image Analysis - 2025
Non-Human Agents: Exploring Modern AI Through the Lens of Contemporary Ontology and Theology   sinc_RFAGM25.doi sinc_RFAGM25.pdf
H. L. Rufiner, J. Funes, M. Asla, L. Giovanini, E. Majul
Theology and Science, Volume 23, Number 3, page 440--459 - 2025
Pensar el futuro. Una visión poliédrica   sinc_FTAACFGGMRR25.pdf
J. Funes, F. Tamarit, A. Andruet, M. Asla, V. Clerici, V. Figueroa, L. Galeazzi, O. Groppa, E. Majul, S. Reyna, H. L. Rufiner
Universidad Católica de Cordoba - 2025
Towards reliable WMH segmentation under domain shift: An application study using maximum entropy regularization to improve uncertainty estimation   sinc_MDLMDF25.doi sinc_MLMDF25.pdf
F. Matzkin, A. Larrazabal, D. H. Milone, J. Dolz, E. Ferrante
Computers in Biology and Medicine, Volume 196, page 110639 - 2025
Towards subject-centered co-adaptive brain-computer interfaces based on backward optimal transport   sinc_PSGNSM25.doi sinc_PSGNSM25.pdf
V. Peterson, V. Spagnolo, C. Galván, N. Nieto, R. Spies, D. H. Milone
Journal of Neural Engineering - 2025
Transfer Learning and Sensor Fusion for Cattle Monitoring: An IoT-Driven Approach for Sustainable Livestock Farming   sinc_FRVCGBGR25.pdf
M. Ferrero, L. Rau, L. D. Vignolo, J. O. Chelotti, J. Galli, S. Bader, L. Giovanini, H. L. Rufiner
2025 IEEE 11th World Forum on Internet of Things (WF-IoT) - 2025
 
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
Artificial intelligence-assisted identification of potential correlates of protection in a vaccine against Trypanosoma cruzi   sinc_GBPRVFPMGC24.pdf
J. Gamba, E. Borgna, E. Prochetto, L. Rossini, L. Veinticcinque, C. Farré, A.R. Pérez, I. Marcipar, M. Gerard, C. Cabrera
XIV ALACI Meeting - 2024
Assessing traditional and machine learning methods to smooth and impute device-based body condition score throughout the lactation in dairy cows   sinc_CAFGSGRG24.doi sinc_CAFGSGRG24.pdf
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

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