Publications

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Publications in 2021
City-scale model for COVID-19 epidemiology with mobility and social activities represented by a set of Hidden Markov Models   sinc_PBDR21.doi sinc_PBDR21.pdf
Carlos M. Pais, J. Biurrun, A. Del Prado, H. L. Rufiner
Scielo Preprints - 2021
Classifying sleep–wake stages through recurrent neural networks using pulse oximetry signals   sinc_CDS21.doi sinc_CDS21.pdf
R. Casal, L. Di Persia, G. Schlotthauer
Biomedical Signal Processing and Control, Volume 63 - 2021
Deep Learning for the discovery of new pre-miRNAs: helping the fight against COVID-19   sinc_BRMYAMS21.doi sinc_BRMYAMS21.pdf
L. A. Bugnon, J. Raad, G. Merino, C. Yones, F. Ariel, D. H. Milone, G. Stegmayer
Machine Learning with Applications, Volume 6 - 2021
Deepred-Mt: Deep representation learning for predicting C-to-U RNA editing in plant mitochondria   sinc_ESSM21.doi sinc_ESSM21.pdf
A. Edera, I. Small, M. Sanchez-Puerta, D. H. Milone
Computers in Biology and Medicine - 2021
Desarrollo de aplicación móvil para reconocimiento y valoración de cervezas artesanales (Undergraduate project)   sinc_PFA21.pdf
M. Paiva, E. Ferrante, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2021
Desarrollo de un sistema para neurorehabilitación basado en plataforma de balance y mini-pc (Undergraduate project)"   sinc_AAE21.pdf
C. H. Arrasin, E. M. Albornoz, A. Estepa
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2021
Domain Generalization via Gradient Surgery   sinc_MEMF21.pdf
L. Mansilla, R. Echeveste, D. H. Milone, E. Ferrante
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), page 6630--6638 - 2021
Extreme Learning Machine design for dealing with unrepresentative features   sinc_NIPRS21.doi sinc_NIPRS21.pdf
N. Nieto, F. Ibarrola, V. Peterson, H. L. Rufiner, R. Spies
Neuroinformatics, Springer - 2021
Generación de mapas de calor de un partido de básquetbol a partir del procesamiento de video   sinc_BEPMFA21.pdf
J. Bourlot, G. Erbele, E. Priemer, C. E. Martínez, E. Ferrante, E. M. Albornoz
XXVII Congreso Argentino De Ciencias De La Computación (CACIC) - 2021
Hibachi: A ROS compatible skid-steer vehicle   sinc_SMBDG21.doi sinc_SMBDG21.pdf
G. Sanchez, M. Murillo, J. Benavídez, Nestor N. Deniz, L. Giovanini
2021 XIX Workshop on Information Processing and Control (RPIC), page 1--6 - 2021
High precision in microRNA prediction: a novel genome-wide approach with convolutional deep residual networks   sinc_YRBMS21.doi sinc_YRBMS21.pdf
C. Yones, J. Raad, L. A. Bugnon, D. H. Milone, G. Stegmayer
Computers in Biology and Medicine, Volume 134 - 2021
Hybrid Graph Convolutional Neural Networks for Landmark-Based Anatomical Segmentation   sinc_GMMF21a.doi sinc_GMMF21a.pdf
N. Gaggion, L. Mansilla, D. H. Milone, E. Ferrante
Medical Image Computing and Computer Assisted Intervention -- MICCAI 2021, page 600--610 - 2021
miRe2e: a full end-to-end deep model based on transformers for prediction of pre-miRNAs   sinc_RBMS21.doi sinc_RBMS21.pdf
J. Raad, L. A. Bugnon, D. H. Milone, G. Stegmayer
Bioinformatics - 2021
New Approaches to ECG Reconstruction for Preserving Diagnostic Information   sinc_GPR21a.pdf
R. Gonzalez Tejeda, Carlos M. Pais, H. L. Rufiner
3rd International Conference on Advances in Signal Processing and Artificial Intelligence - 2021
Nonlinear Moving Horizon Estimation: Adaptive Arrival Cost with Prescribed Conditioning Number   sinc_DSMBG21.doi sinc_DSMBG21.pdf
Nestor N. Deniz, G. Sanchez, M. Murillo, J. Benavídez, L. Giovanini
2021 XIX Workshop on Information Processing and Control (RPIC) - 2021
On the relationship between research parasites and fairness in machine learning: challenges and opportunities   sinc_NLPMF21.doi sinc_NLPMF21.pdf
N. Nieto, A. Larrazabal, V. Peterson, D. H. Milone, E. Ferrante
GigaScience, Volume 10, Number 12 - 2021
Preliminary feasibility analysis of inner speech as a control paradigm for brain-computer interfaces   sinc_NRS21.pdf
N. Nieto, H. L. Rufiner, R. Spies
50º Jornadas Argentinas de Informática, Simposio Argentino de Inteligencia Artificial, ASAI 2021. - oct 2021
Procesamiento cognitivo del habla e interfaces cerebro computadora   sinc_Ruf21b.pdf
H. L. Rufiner
Technical Report , Córdoba Tech Week - sep 2021
Procesamiento cognitivo del habla e interfaces cerebro computadora   sinc_Ruf21a.pdf
H. L. Rufiner
Technical Report , XVI Jornadas de Informática en Salud, Hospital Italiano, - nov 2021
Protocolo de obtención de imágenes para detección de individuos mediante vehículos aéreos no tripulados   sinc_PAP21.pdf
G. A. Pighin, E. M. Albornoz, C. I. Piña
Comunidad de Manejo de Fauna Silvestre en la Amazonía y en Latinoamérica (COMFAUNA) - 2021

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