Publications

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Publications in 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
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

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