Jacinto Arias

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 5

Top Topics

Hill Climbing Algorithm

Bayesian Network Classifiers

Multilabel Classification

Top Venues

Int. J. Intell. Syst.

Int. J. Approx. Reason.

TrustCom/BigDataSE/ISPA (2)

Publications

Luis de la Ossa, Pablo Bermejo, Juan A. Aledo, José A. Gámez, José Miguel Puerta, Cristina Romero-González, Jacinto Arias, Javier Cózar, Enrique González Rodrigo, Juan Ignacio Alonso-Barba, Jesus Martínez-Gómez
CiDAEN: An Online Data Science Course. HELMeTO (2019)
Jacinto Arias, José A. Gámez, José Miguel Puerta
Bayesian Network Classifiers Under the Ensemble Perspective. PGM (2018)
Jacinto Arias, José A. Gámez, José Miguel Puerta
Learning distributed discrete Bayesian Network Classifiers under MapReduce with Apache Spark. Knowl. Based Syst. 117 (2017)
Jacinto Arias, Jesus Martínez-Gómez, José A. Gámez, Alba Garcia Seco de Herrera, Henning Müller
Medical image modality classification using discrete Bayesian networks. Comput. Vis. Image Underst. 151 (2016)
Jacinto Arias, José A. Gámez, Thomas D. Nielsen, José Miguel Puerta
A scalable pairwise class interaction framework for multidimensional classification. Int. J. Approx. Reason. 68 (2016)
Jacinto Arias, José A. Gámez, José Miguel Puerta
Structural Learning of Bayesian Networks Via Constrained Hill Climbing Algorithms: Adjusting Trade-off between Efficiency and Accuracy. Int. J. Intell. Syst. 30 (3) (2015)
Jacinto Arias, José A. Gámez, José Miguel Puerta
Scalable Learning of k-dependence Bayesian Classifiers under MapReduce. TrustCom/BigDataSE/ISPA (2) (2015)
Jacinto Arias, José A. Gámez, Thomas D. Nielsen, José Miguel Puerta
A Pairwise Class Interaction Framework for Multilabel Classification. Probabilistic Graphical Models (2014)
Jacinto Arias, José A. Gámez, José Miguel Puerta
Learning more Accurate Bayesian Networks in the CHC Approach by Adjusting the Trade-Off between Efficiency and Accuracy. CAEPIA (2013)