Publications

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Publications in 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
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
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
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
Automatic Extraction of Heat Maps and Goal Instances of a Basketball Game Using Video Processing   sinc_EBMA22.doi sinc_EBMA22.pdf
G. Erbele, J. Bourlot, C. E. Martínez, E. M. Albornoz
Communications in Computer and Information Science - CACIC 2021, Volume 1584, page 1--11 - 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
Comparison of neural network-based methods for similarity prediction in compounds with unknown structure   sinc_BDG22b.pdf
E. Borzone, L. Di Persia, M. Gerard
XII Argentine Congress of Bioinformatics and Computational Biology (XII CAB2C) - 2022
Conformación de una red para la internacionalización de la currícula de Procesamiento Digital de Imágenes (Ingeniería en Informática)   sinc_MA22.pdf
C. E. Martínez, E. M. Albornoz
II Congreso de Internacionalización de la Educación Superior (CIES) - 2022
Diseño y construcción de un vehículo skid-steer compatible con ROS   sinc_CSMG22.pdf
A. Capovilla, G. Sanchez, M. Murillo, L. Giovanini
XI Jornadas Argentinas de Robótica - 2022
Evaluación de un modelo neuronal para la estimación de similaridad entre compuestos a partir de representaciones one-hot   sinc_BDG22.pdf
E. Borzone, L. Di Persia, M. Gerard
23 Argentine Symposium on Artificial Intelligence (ASAI) - 51 Argentine Conference on Informatics and Operations Research (JAIIO) - 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

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