Publications

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Publications in 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   sinc_HVG24.pdf
T. Hermann, L. D. Vignolo, M. Gerard
ASAID – Simposio Argentino de Inteligencia Artificial y Ciencia de Datos , Volume 10 - 2024
Optimización del diseño de un scaffold bioabsorbible para regeneración de nervios periféricos mediante modelización y simulación computacional   sinc_GDLPR24.pdf
I. E. Gareis, F. Dias, M. Lezcano, Carlos M. Pais, H. L. Rufiner
Ciencia, Docencia y Tecnología Suplemento, Volume 14, Number 17 - 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
A novel approach for RNA folding inference based on message-passing graph neural networks   sinc_GD23.pdf
M. Gerard, L. Di Persia
A2B2C 13th Meeting - 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
Applying machine learning to explore correlates of protection for a vaccine against Trypanosoma cruzi   sinc_GBPDPMGC23.pdf
J. Gamba, E. Borgna, E. Prochetto, G. Díaz, A.R. Pérez, I. Marcipar, M. Gerard, G. Cabrera
LXXI Annual Meeting of the Argentine Society of Immunology (LXXI SAI 2023) - 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
Enhancing Compound Similarity Prediction: A Novel Approach   sinc_BDG23.pdf
E. Borzone, L. Di Persia, M. Gerard
A2B2C 13th Meeting - 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
Information Technologies in Feeding Behavior Livestock Monitoring   sinc_GR22.doi sinc_GR22.pdf
L. Giovanini, H. L. Rufiner
Springer International Publishing, page 1--12 - 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
SincFold: a new tool for RNA folding based on deep learning   sinc_BDGRPFCASM23.pdf
L. A. Bugnon, L. Di Persia, M. Gerard, J. Raad, S. Prochetto, E. Fenoy, U. Chorostecki, F. Ariel, G. Stegmayer, D. H. Milone
A2B2C 13th Meeting - 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

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