Publications

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Publications in 2019
Exploring feature extraction methods for infant mood classification   sinc_VAM19.doi sinc_VAM19.pdf
L. D. Vignolo, E. M. Albornoz, C. E. Martínez
AI Communications, Volume 3, Number 32, page 191--206 - 2019
Eye corners tracking for head movement estimation   sinc_LGM19a.pdf
A. Larrazabal, C. García Cena, C. E. Martínez
IEEE International Work Conference on Bioinspired Intelligence (IWOBI 2019) - 2019
Genome-wide hairpins datasets of animals and plants for novel miRNA prediction   sinc_PWLG19.doi sinc_BYRMS19.pdf
L. A. Bugnon, C. Yones, J. Raad, D. H. Milone, G. Stegmayer
Data in Brief (in press) - 2019
Hierarchical Template Matching for 3D Myocardial Tracking and Cardiac Strain Estimation  
J. Bhalodiya, A. Palit, E. Ferrante, M. K. Tiwari, S. K. Bhudia, T. N. Arvanitis, M. A. Williams
Scientific reports, Volume 9, Number 1, page 1--13 - 2019
Improving pre-miRNA prediction with complexity measures of the mature and deep learning   sinc_RMS19.pdf
J. Raad, D. H. Milone, G. Stegmayer
A2B2C 10th Meeting - 2019
Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets  
N. Roulet, D. Fernandez Slezak, E. Ferrante
Proceedings of The 2nd International Conference on Medical Imaging with Deep Learning, Volume 102, page 401-413 - 08--10 Jul 2019
Metabolic pathways synthesis based on ant colony optimization   sinc_GSM19.pdf
M. Gerard, G. Stegmayer, D. H. Milone
XX Simposio Argentino de Inteligencia Artificial (ASAI). 48 Jornadas Argentinas de Informática (JAIIO) - UNSa - 2019
Método integral de segmentación automática de cromosomas basado en Redes Neuronales Profundas   sinc_FMG19.pdf
Sebastíán Fenoglio, C. E. Martínez, M. Gerard
Simposio Argentino de Imágenes y Visión (SAIV). 48 Jornadas Argentinas de Informática (JAIIO) - UNSa - 2019
MicroRNA prediction from genome-wide data with deep learning: a novel approach based on convolutional residual networks   sinc_YBRMS19.pdf
C. Yones, L. A. Bugnon, J. Raad, D. H. Milone, G. Stegmayer
A2B2C 10th Meeting - 2019
Penalized nonnegative representations for speech separation   sinc_ISD19a.pdf
F. Ibarrola, R. Spies, L. Di Persia
Proceedings of VII Congreso de Matemática Aplicada, Computacional e Industrial - 2019
Simultaneous state estimation and control for nonlinear systems subject to bounded disturbances   sinc_DSMG19.pdf
Nestor N. Deniz, G. Sanchez, M. Murillo, L. Giovanini
arXiv preprint arXiv:1906.10043 - 2019
Sleep-wake stages classification using heart rate signals from pulse oximetry   sinc_CDS19.doi sinc_CDS19.pdf
R. Casal, L. Di Persia, G. Schlotthauer
Heliyon, Volume 5, Number 10, page e02529 - 2019
Switching divergences for spectral learning in blind speech dereverberation   sinc_ISD19.doi sinc_ISD19.pdf
F. Ibarrola, R. Spies, L. Di Persia
IEEE/ACM Transactions on Audio, Speech, and Language Processing - 2019
TBI Lesion Segmentation in Head CT: Impact of Preprocessing and Data Augmentation   sinc_MKFA19.pdf
M. Monteiro, Kamnitsas K., E. Ferrante, et al.
MICCAI Brain Lesion Workshop - 2019
The subjective metric of remembered colors: An information-theoretical analysis of the geometry of human chromatic memory   sinc_FVCES19.pdf
M. Fonseca, N. Vattuone, F. Clavero, R. Echeveste, I. Samengo
PloS one, Volume 14, Number 1 - 2019
Towards Autonomy in Unmanned Vehicles Using Receding Horizon Strategies   sinc_MSGDG19.pdf
M. Murillo, G. Sanchez, L. Genzelis, Nestor N. Deniz, L. Giovanini
Mecánica Computacional, Volume 37, page 1861--1870 - 2019
Video-oculography eye tracking towards clinical applications: a review   sinc_LGM19.doi sinc_LGM19.pdf
A. Larrazabal, C. García Cena, C. E. Martínez
Computers in Biology and Medicine, Volume 108, page 57-66 - 2019
 
Publications in 2018
A Bayesian approach to convolutive nonnegative matrix factorization for blind speech dereverberation   sinc_IDS18.doi sinc_IDS18.pdf
F. Ibarrola, L. Di Persia, R. Spies
Signal Processing, Volume 151, page 89--98 - 2018
A comparison of feature extraction strategies using Wavelet dictionaries and feature selection methods for single trial P300-based BCI   sinc_AAGBMR18.doi sinc_AAGBMR18.pdf
R. C. Acevedo, Y. Atum, I. E. Gareis, J. Biurrun, V. Medina Bañuelos, H. L. Rufiner
Medical and Biological Engineering and Computing - 2018
A pattern recognition approach for detecting and classifying jaw movements in grazing cattle.   sinc_CVGGUR18.doi sinc_CVGGR18.pdf
J. O. Chelotti, S. R. Vanrell, J. Galli, L. Giovanini, H. L. Rufiner
Computers and Electronics in Agriculture, Volume 145, page 83--91 - 2018

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