Publications

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Publications in 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
Implementación de un framework para la construcción de redes neuronales con aprendizaje profundo. Caso de aplicación: clasificación de señales cerebrales. (Undergraduate project)   sinc_FRG17.pdf
L. J. Ferrado, H. L. Rufiner, I. E. Gareis
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2017
Medición de intensidad de tráfico mediante análisis de video (Undergraduate project)   sinc_CMA17.pdf
J. P. Ceschi, C. E. Martínez, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2017
Metabolic pathways design guided by bioinspired metaheuristics   sinc_GSM17.pdf
M. Gerard, G. Stegmayer, D. H. Milone
8vo. Congreso Argentino de Bioinformática y Biología Computacional (8CAB2C) - 2017 - 2017
Metric learning with spectral graph convolutions on brain connectivity networks   sinc_KPFRLGR17a.doi sinc_KPFRLGR17a.pdf
S. I. Ktena, S. Parisot, E. Ferrante, M. Rajchl, M. Lee, B. Glocker, D. Rueckert
NeuroImage - 2017
microRNA analysis of Taenia crassiceps cysticerci under praziquantel treatment and genome-wide identification of Taenia solium miRNAs   sinc_PMLCAMSKCR17a.doi sinc_PMLCAMSKCR17a.pdf
M. Perez, N. Macchiaroli, G. Lichtenstein, G. Conti, S. Asurmendi, D. H. Milone, G. Stegmayer, L. Kamenetzky, M Cucher , M. C. Rosenzvit
Int. J. for Parasitology, Volume 47, Number 10--11, page 643--653 - 2017
Modelado dinámico y control predictivo de un tractor articulado con implemento.   sinc_GSDMG17.pdf
L. Genzelis, G. Sanchez, Nestor N. Deniz, M. Murillo, L. Giovanini
IX Jornadas Argentinas de Robótica (JAR). - 2017
Modeling and control of an agricultural articulated vehicle carrying an implement.   sinc_GSDMG18.doi sinc_GSDMG18.pdf
L. Genzelis, G. Sanchez, Nestor N. Deniz, M. Murillo, L. Giovanini
XVII Workshop on Information Processing and Control (RPIC). - 2017
Monitoring and assessment of ingestive chewing sounds for prediction of herbage intake rate in grazing cattle   sinc_GCPLMUL17.doi sinc_GCPLMUL17.pdf
J. Galli, C. Cangiano, M. A. Pece, M. Larripa, D. H. Milone, S.A Utsumi, E. Laca
Animal - 2017
Moving horizon estimation for GNSS-IMU sensor fusion.   sinc_SMGDG17a.pdf
G. Sanchez, M. Murillo, L. Genzelis, Nestor N. Deniz, L. Giovanini
IX Jornadas Argentinas de Robótica (JAR) - 2017

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