Publications

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Publications in 2018
A regularity-based algorithm for identifying grazing and rumination bouts from acoustic signals in grazing cattle   sinc_VCGUGRM18.doi sinc_VCGUGRM18.pdf
S. R. Vanrell, J. O. Chelotti, J. Galli, S.A Utsumi, L. Giovanini, H. L. Rufiner, D. H. Milone
Computers and Electronics in Agriculture, Volume 151, page 392--402 - 2018
Acoustic Real-time Sensor for Ingestive Behaviour of Grazing Cattle   sinc_RDCGK18.pdf
L. Rau, Nestor N. Deniz, J. O. Chelotti, L. Giovanini, P. Kler
IX Congreso de Microelectrónica Aplicada (UEA2018) - 2018
Aplicación web para delimitar zonas de manejo homogéneo en lotes productivos agrícolas   sinc_BAMGKMM18.pdf
B. Basconcel, E. M. Albornoz, N. Mastaglia, R. Galarza, A. Kemerer, R. Melchiori, C. E. Martínez
CAI 2018 - Congreso Argentino de AgroInformática . JAIIO 2018, Jornadas Argentinas de Informática, page 150--153 - 2018
Assessment of Homomorphic Analysis for Human Activity Recognition from Acceleration Signals   sinc_VMR17.doi sinc_VMR17.pdf
S. R. Vanrell, D. H. Milone, H. L. Rufiner
IEEE Journal of Biomedical and Health Informatics, page 1001--1010 - 2018
Blankets joint posterior score for learning Markov network structures.   sinc_SSMB18.doi sinc_SSMB18.pdf
F. Schluter, Y. Strappa, D. H. Milone, F. Bromberg
Int. J. of Approx. Reasoning, Volume 92, page 295--320 - 2018
Clustermatch: discovering hidden relations in highly diverse kinds of qualitative and quantitative data without standardization   sinc_PCHCSM18.doi sinc_PCHCSM18.pdf
M. Pividori, A. Cernadas, L. A. Haro, F. Carrari, G. Stegmayer, D. H. Milone
Bioinformatics - 2018
Complexity-based discrepancy measures applied to detection of apnea-hypopnea events   sinc_RGDSR18.doi sinc_RGDSR18.pdf
R.E. Rolon, I. E. Gareis, L. Di Persia, R. Spies, H. L. Rufiner
Complexity, Volume 2018 - 2018
Deep learning with ultrasound physics for fetal skull segmentation.   sinc_CSLGFMGKR18.doi sinc_CSLGFMGKR18.pdf
J. Cerrolaza, M. Sinclair, Y. Li, A. Gómez, E. Ferrante, J. Matthew, C. Gupta, C. Knight, D. Rueckert
Biomedical Imaging (ISBI 2018), 2018 IEEE 15th International Symposium on, page 564--567 - 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

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