Publications

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Publications in 2018
Desarrollo de librería para implementación de sistemas biométricos faciales   sinc_MAGA18.pdf
C. E. Martínez, E. M. Albornoz, G. Galanternik, E. Auchterberge
JUI - Jornadas de Vinculación Universidad - Industria. JAIIO 2018, Jornadas Argentinas de Informática, page 1--4 - 2018
Desarrollo de un sistema integral de adquisición de imágenes por dron, procesamiento y análisis para agricultura de precisión   sinc_CAM18.pdf
F. Castello, E. M. Albornoz, C. E. Martínez
CAI 2018 - Congreso Argentino de AgroInformática . JAIIO 2018, Jornadas Argentinas de Informática, page 36--48 - 2018
Disease prediction using graph convolutional networks: application to autism spectrum disorder and alzheimer’s disease.   sinc_PKFLGGR18.doi sinc_PKFLGGR18.pdf
S. Parisot, S. I. Ktena, E. Ferrante, M. Lee, R. Guerrero, B. Glocker, D. Rueckert
Medical Image Analysis - 2018
E-I balance emerges naturally from continuous Hebbian learning in autonomous neural networks   sinc_TEG18.pdf
P. Trapp, R. Echeveste, F. Guerin
Scientific reports, Volume 8, Number 1, page 8939 - 2018
Estimación del consumo en rumiantes en pastoreo utilizando redes neuronales artificiales   sinc_UGRM18.doi sinc_UGRM18.pdf
M. Uhrig, J. Galli, H. L. Rufiner, D. H. Milone
Revista Eletrônica Argentina-Brasil de Tecnologias da Informação e da Comunicação (REABTIC) - 2018
Extreme learning machines for reverse engineering of gene regulatory networks from expression time series   sinc_RMS17.doi sinc_RMS17.pdf
M. Rubiolo, D. H. Milone, G. Stegmayer
Bioinformatics, Volume 34, Number 7, page 1253--1260 - Apr 2018
Feature Set Optimisation for Infant Cry Classification   sinc_VAM18.pdf
L. D. Vignolo, E. M. Albornoz, C. E. Martínez
Advances in Artificial Intelligence - IBERAMIA 2018, page 455--466 - 2018
Furnariidae Species Classification Using Extreme Learning Machines and Spectral Information   sinc_AVSM18a.pdf
E. M. Albornoz, L. D. Vignolo, J. A. Sarquis, C. E. Martínez
Advances in Artificial Intelligence - IBERAMIA 2018, page 170--180 - 2018
Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities   sinc_STFDMMPSPSS18.doi
D. Stoyanov, Z. Taylor, E. Ferrante, A. Dalca, A. Martel, L. Maier-Hein, S. Parisot, A. Sotiras, B. Papiez, M. Sabuncu, L. Shen
Springer - 2018
Herramienta de código abierto para la construcción automática de cariogramas   sinc_VMG18a.pdf
Cristian Vizarri, C. E. Martínez, M. Gerard
IX Congreso Argentino de Informática y Salud (CAIS). 47 Jornadas Argentinas de Informática (JAIIO) - CABA - 2018
Herramienta de código abierto para la construcción automática de cariogramas (Undergraduate project)   sinc_VMG18.pdf
Cristian Vizarri, C. E. Martínez, M. Gerard
Master thesis from Facultad de Ingeniería y Ciencias Hídricas -Universidad Nacional del Litoral - 2018
Hybrid speech enhancement with wiener filters and deep LSTM Denoising Autoencoders   sinc_CGDR18.doi sinc_CGDR18.pdf
M. Coto-Jimenez, J. Goddard, L. Di Persia, H. L. Rufiner
2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI) - 2018
Identification and expression profiling of microRNAs in Hymenolepis.   sinc_MCKYBBOR18.pdf
N. Macchiaroli, M Cucher , L. Kamenetzky, C. Yones, L. A. Bugnon, M. Berriman, P. Olson, M. C. Rosenzvit
International Journal for Parasitology - 2018
Inferring unknown biological function byintegration of GO annotations and geneexpression data.   sinc_LBMGS16.doi sinc_LBMGS16.pdf
G. Leale, A Bayá, D. H. Milone, P. Granitto, G. Stegmayer
IEEE/ACM Trans. on Comp. Biology and Bioinformatics, Volume 15, Number 1, page 168--180 - 2018
Left ventricle quantification through spatio-temporal CNNs   sinc_Deb18.pdf
A. Debus, E. Ferrante
Statistical Atlases and Computational Modeling of the Heart (STACOM 2018) - 2018
Measuring complexity of biomedical signals (Editorial)   sinc_SHER18.doi sinc_SHER18.pdf
G. Schlotthauer, A. Humeau-Heurtier, J. Escudero, H. L. Rufiner
Complexity, Volume 2018 - 2018
Metabolic pathways synthesis based on ant colony optimization   sinc_GSM.doi sinc_GSM18.pdf
M. Gerard, G. Stegmayer, D. H. Milone
Scientific Reports, Volume 8, Number 1, page 16398 - 2018
Neural network pruning using discriminative information for emotion recognition   sinc_SA18.pdf
M. Sánchez-Gutiérrez, E. M. Albornoz
Advances in Artificial Intelligence - IBERAMIA 2018 - 2018
On the adaptability of unsupervised cnn-based deformable image registration to unseen image domains   sinc_FOGM18.pdf
E. Ferrante, O. Oktay, B. Glocker, D. H. Milone
International Workshop on Machine Learning in Medical Imaging, page 294--302 - 2018
Podado pre-entrenamiento de máquinas de aprendizaje extremo   sinc_NBGR18.pdf
N. Nieto, G. Bracalenti, I. E. Gareis, H. L. Rufiner
Anales del Simposio Argentino de Inteligencia Artificial (ASAI 2018 / 47 JAIIO) - 2018

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