Publications

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Publications in 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
Improving path-tracking performance of an articulated tractor-trailer system using a non-linear kinematic model   sinc_MSDGG22.doi sinc_MSDGG22.pdf
M. Murillo, G. Sanchez, Nestor N. Deniz, L. Genzelis, L. Giovanini
Computers and Electronics in Agriculture, Volume 196, Number 106826 - 2022
Information Technologies in Feeding Behavior Livestock Monitoring   sinc_GR22.doi sinc_GR22.pdf
L. Giovanini, H. L. Rufiner
Springer International Publishing, page 1--12 - 2022
Multi-center anatomical segmentation with heterogeneous labels via landmark-based models   sinc_GVMF22.doi sinc_GVMF22.pdf
N. Gaggion, M. Vakalopoulou, D. H. Milone, E. Ferrante
arXiv preprint arXiv:2211.07395 - 2022
Neural model-based similarity prediction for compounds with unknown structures   sinc_BDG22a.pdf
E. Borzone, L. Di Persia, M. Gerard
Applied Informatics 5th International Conference, ICAI 2022 - 2022
Prediction of the Impact of the End of year Festivities on the Local Epidemiology of COVID-19 Using Agent-Based Simulation with Hidden Markov Models   sinc_EPSJR22.doi sinc_EPSJR22.pdf
C. Engler, Carlos M. Pais, S. Saavedra, E. Juarez, H. L. Rufiner
Computational Science and Its Applications -- ICCSA 2022, page 61--75 - 2022
Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches   sinc_BEPGRFRCGAMS22.doi sinc_BEPGRFRCGAMS22.pdf
L. A. Bugnon, A. Edera, S. Prochetto, M. Gerard, J. Raad, E. Fenoy, M. Rubiolo, U. Chorostecki, G. Gabaldon, F. Ariel, L. Di Persia, D. H. Milone, G. Stegmayer
Briefing in Bioinformatics - 2022
Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals   sinc_CDS22.doi sinc_CDS22.pdf
R. Casal, L. Di Persia, G. Schlotthauer
Journal of Computational Science, Volume 59 - 2022
Thinking out loud, an open-access EEG-based BCI dataset for inner speech recognition   sinc_NPRKS22.doi sinc_NPRKS22.pdf
N. Nieto, V. Peterson, H. L. Rufiner, J. Kamienkoski, R. Spies
Scientific Data, Springer Nature, Volume 9, Number 1, page 52 - 2022

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