Publications

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Publications in 2017
Desarrollo de una biblioteca para sistemas basados en aprendizaje profundo mediante GP-GPU: aplicación al reconocimiento de emociones (Undergraduate project)   sinc_PRM17a.pdf
N. C. Ponzoni, H. L. Rufiner, C. E. Martínez
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2017
Desarrollo e implementación de aplicación Android para detección de roncopatı́as sobre señales de baja resolución (Undergraduate project)   sinc_PMMA17.pdf
L. Perren, M. Meurzet, D. H. Milone, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2017
Detection of the glottal closure instants using empirical mode decomposition   sinc_SPRS17.doi sinc_SPRS17.pdf
R. Sharma, S. R. M. Prasanna, H. L. Rufiner, G. Schlotthauer
Circuits, Systems, and Signal Processing - 2017
Development and evaluation of an automatic software for management zone delineation   sinc_AKGMMM17.doi sinc_AKGMMM17.pdf
E. M. Albornoz, A. Kemerer, R. Galarza, N. Mastaglia, R. Melchiori, C. E. Martínez
Precision Agriculture, page 1-14 - 2017
Dimensional affect recognition from HRV: an approach based on supervised SOM and ELM   sinc_BCM17.doi BCM17.pdf
L. A. Bugnon, R. A. Calvo, D. H. Milone
IEEE Transactions on Affective Computing - 2017
Discriminative methods based on sparse representations of pulse oximetry signals for sleep apnea–hypopnea detection   sinc_RLDSR17.doi sinc_RLDSR17.pdf
R.E. Rolon, L. Larrateguy, L. Di Persia, R. Spies, H. L. Rufiner
Biomedical Signal Processing and Control, Volume 33, page 358--367 - 2017
Distance metric learning using graph convolutional networks: Application to functional brain networks   sinc_KPFRLGR17.pdf
S. I. Ktena, S. Parisot, E. Ferrante, M. Rajchl, M. Lee, B. Glocker, D. Rueckert
International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI) - 2017
Embedded system for real-time monitoring of foraging behavior of grazing cattle using acoustic signals   sinc_PDRGCLG17.doi sinc_PDRGCLG17.pdf
Nestor N. Deniz, J. O. Chelotti, J. Galli, A. M. Planisich, M. Larripa, H. L. Rufiner, L. Giovanini
Computers and Electronics in Agriculture, Volume 138, page 167--174 - 2017
Emotion recognition in never-seen languages using a novel ensemble method with emotion profiles   sinc_AM16.doi sinc_AM16.pdf
E. M. Albornoz, D. H. Milone
IEEE Transactions on Affective Computing, Volume 8, Number 1, page 45--53 - 2017
Empirical Mode Decomposition for adaptive AM-FM analysis of Speech: A Review   sinc_SVSCRP17.doi sinc_SVSCRP17.pdf
R. Sharma, L. D. Vignolo, G. Schlotthauer, M. A. Colominas, H. L. Rufiner, S. R. M. Prasanna
Speech Communication, Volume 88, page 39--64 - 2017
Ensembles of multiple models and architectures for robust brain tumour segmentation   sinc_KBFMSPRLKRG18.pdf
K. Kamnitsas, W. Bai, E. Ferrante, S. McDonagh, M. Sinclair, N. Pawlowski, M. Rajchl, M. Lee, B. Kainz, D. Rueckert, B. Glocker
MICCAI BrainLes 2017 - 2017
Estimación del consumo en rumiantes en pastoreo utilizando redes neuronales artificiales   sinc_UGRM17a.pdf
M. Uhrig, J. Galli, H. L. Rufiner, D. H. Milone
9no Congreso de AgroInformática (CAI 2017) - 46 JAIIO - 2017
Evolutionary local improvement on genetic algorithms for feature selection   sinc_VG17.pdf
L. D. Vignolo, M. Gerard
Proceedings de XLIII CLEI - 46 JAIIO - 2017
Extreme learning machine prediction under high class imbalance in bioinformatics   sinc_RDMS17.pdf
T. Rodriguez, L. Di Persia, D. H. Milone, G. Stegmayer
Proceedings de XLIII CLEI - 46 JAIIO - 2017
Feature extraction based on bio-inspired model for robust emotion recognition   sinc_AMR17a.doi sinc_AMR17a.pdf
E. M. Albornoz, D. H. Milone, H. L. Rufiner
Soft Computing, Volume 21, Number 17, page 5145--5158 - Sep 2017
Generalized sparse discriminant analysis for event-related potential classification   sinc_PRS17.doi gsda.http sinc_PRS17.pdf
V. Peterson, H. L. Rufiner, R. Spies
Biomedical Signal Processing and Control, Volume 35, page 70--78 - 2017
Genome-wide pre-miRNA discovery from few labeled examples   sinc_YSM17.doi sinc_YSM17.pdf
C. Yones, G. Stegmayer, D. H. Milone
Bioinformatics - 2017
Graph based slice-to-volume deformable registration   sinc_FP17.pdf
E. Ferrante, N. Paragios
International Journal of Computer Vision - 2017
Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics   sinc_CAFPDPJBSNSFSDS17.doi
J. Cardoso, T. Arbel, E. Ferrante, X. Pennec, A. Dalca, S. Parisot, S. Joshi, N.K. Batmanghelich, A. Sotiras, M. Nielsen, M. Sabuncu, T. Fletcher, L. Shen, S. Durrleman, S. Sommer
Springer - 2017
High class-imbalance in pre-miRNA prediction: a novel approach based on deepSOM   SYKM16.doi sinc_SYKM16.pdf
G. Stegmayer, C. Yones, L. Kamenetzky, D. H. Milone
IEEE/ACM Trans. on Comp. Biology and Bioinformatics, Number 6, page 1316--1326 - 2017

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