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Mariano Rubiolo
Mariano Rubiolo
Assistant Researcher at CONICET. Adjunct Professor at UTN-FRSF. Teaching assistant at FICH-UNL
Dirección de correo verificada de santafe-conicet.gov.ar
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Año
Knowledge discovery through ontology matching: An approach based on an Artificial Neural Network model
M Rubiolo, ML Caliusco, G Stegmayer, M Coronel, MG Fabrizi
Information Sciences 194, 107-119, 2012
492012
Predicting novel microRNA: a comprehensive comparison of machine learning approaches
G Stegmayer, LE Di Persia, M Rubiolo, M Gerard, M Pividori, C Yones, ...
Briefings in bioinformatics 20 (5), 1607-1620, 2019
472019
Extreme learning machines for reverse engineering of gene regulatory networks from expression time series
M Rubiolo, DH Milone, G Stegmayer
Bioinformatics 34 (7), 1253-1260, 2018
322018
Predicting activities in business processes with LSTM recurrent neural networks
E Tello-Leal, J Roa, M Rubiolo, UM Ramirez-Alcocer
2018 ITU Kaleidoscope: Machine Learning for a 5G Future (ITU K), 1-7, 2018
252018
Mining gene regulatory networks by neural modeling of expression time-series
M Rubiolo, DH Milone, G Stegmayer
IEEE/ACM transactions on computational biology and bioinformatics 12 (6 …, 2015
152015
Compressing arrays of classifiers using Volterra-neural network: application to face recognition
M Rubiolo, G Stegmayer, D Milone
Neural Computing and Applications 23 (6), 1687-1701, 2013
92013
Knowledge source discovery: an experience using ontologies, WordNet and artificial neural networks
M Rubiolo, ML Caliusco, G Stegmayer, M Gareli, M Coronel
International Conference on Knowledge-Based and Intelligent Information and …, 2009
52009
DL4papers: a deep learning approach for the automatic interpretation of scientific articles
LA Bugnon, C Yones, J Raad, M Gerard, M Rubiolo, G Merino, M Pividori, ...
Bioinformatics 36 (11), 3499-3506, 2020
42020
Neural Networks and Wireless Communications Modeling
M Rubiolo, G Stegmayer, O Chiottti
IEEE Latin America Transactions 8 (5), 486-492, 2010
32010
Compressing a neural network classifier using a volterra-neural network model
M Rubiolo, G Stegmayer, D Milone
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-7, 2010
32010
Desarrollo de nuevos modelos y algoritmos basados en redes neuronales para tareas de minera de datos
M Rubiolo
Universidad Tecnológica Nacional. Facultad Regional Santa Fe, 2014
22014
Minería de Procesos de Negocio Inter-Organizacionales Basados en la Nube
IM Lazarte, J Roa, E Tello-Leal, M Rubiolo, P Villarreal
2017
Discovering network relations in big time series with application to bioinformatics
M Rubiolo, DH Milone, G Stegmayer
Simposio Argentino de GRANdes DAtos (AGRANDA 2015)-JAIIO 44 (Rosario, 2015), 2015
2015
NN-based software tool for wireless communications simulation
B Romero, M Rubiolo, G Stegmayer, O Chiotti
Soporte para el modelado de un Sistema de Comunicaciones Móviles con Redes Neuronales
M Rubiolo, B Romero, G Stegmayer, O Chiotti
Extended evaluation of the Volterra-Neural Network for model compression
M Rubiolo
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–16