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Jacinto Arias
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Year
Learning Distributed Discrete Bayesian Network Classifiers under MapReduce with Apache Spark
J Arias, JA Gamez, JM Puerta
Knowledge-Based Systems, 2016
462016
Medical image modality classification using discrete Bayesian networks
J Arias, J Martínez-Gómez, JA Gámez, AGS de Herrera, H Müller
Computer Vision and Image Understanding, 2016
352016
A scalable pairwise class interaction framework for multidimensional classification
J Arias, JA Gámez, TD Nielsen, JM Puerta
International Journal of Approximate Reasoning, 2015
202015
Structural Learning of Bayesian Networks Via Constrained Hill Climbing Algorithms: Adjusting Trade‐off between Efficiency and Accuracy
J Arias, JA Gámez, JM Puerta
International Journal of Intelligent Systems 30 (3), 292-325, 2015
202015
Scalable Learning of k-dependence Bayesian Classifiers under MapReduce
J Arias, JA Gámez, JM Puerta
BigDataSE'15 Helsinki, 2015
102015
A Pairwise Class Interaction Framework for Multilabel Classification
J Arias, JA Gámez, TD Nielsen, JM Puerta
Probabilistic Graphical Models, 17-32, 2014
52014
Bayesian Network Classifiers Under the Ensemble Perspective
J Arias, JA Gámez, JM Puerta
International Conference on Probabilistic Graphical Models, 1-12, 2018
32018
Learning more Accurate Bayesian Networks in the CHC Approach by Adjusting the Trade-Off between Efficiency and Accuracy
J Arias, JA Gámez, JM Puerta
Advances in Artificial Intelligence, 310-320, 2013
22013
CiDAEN: An Online Data Science Course
L de la Ossa, P Bermejo, JA Aledo, JA Gámez, JM Puerta, C Romero, ...
International Workshop on Higher Education Learning Methodologies and …, 2019
2019
Aprendizaje Exacto de Multiclasificadores Basados en AODE
J Arias Martínez
Universidad de Castilla-La Mancha, 2013
2013
Un análisis crıtico del clasificador AkDE como ensemble y sus implicaciones para tratar con grandes volumenes de datos
J Arias, JA Gámez, JM Puerta
CiDAEN: An Online Data Science Course
JM Puerta, C Romero, J Arias, J Cózar, E González, JI Alonso, J Martınez
Higher Education Learning Methodologies and Technologies Online: First …, 0
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Articles 1–12