Jacinto Arias

According to our database, Jacinto Arias authored at least 9 papers between 2013 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

CiDAEN: An Online Data Science Course.

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

Proceedings of the Higher Education Learning Methodologies and Technologies Online, 2019

2018

Bayesian Network Classifiers Under the Ensemble Perspective.

Jacinto Arias, José A. Gámez, José Miguel Puerta

Proceedings of the International Conference on Probabilistic Graphical Models, 2018

2017

Learning distributed discrete Bayesian Network Classifiers under MapReduce with Apache Spark.

Jacinto Arias, José A. Gámez, José Miguel Puerta

Knowl. Based Syst., 2017

2016

A scalable pairwise class interaction framework for multidimensional classification.

Jacinto Arias, José A. Gámez, Thomas D. Nielsen, José Miguel Puerta

Int. J. Approx. Reason., 2016

Medical image modality classification using discrete Bayesian networks.

Jacinto Arias, Jesus Martínez-Gómez, José A. Gámez, Alba Garcia Seco de Herrera, Henning Müller

Comput. Vis. Image Underst., 2016

2015

Structural Learning of Bayesian Networks Via Constrained Hill Climbing Algorithms: Adjusting Trade-off between Efficiency and Accuracy.

Jacinto Arias, José A. Gámez, José Miguel Puerta

Int. J. Intell. Syst., 2015

Scalable Learning of k-dependence Bayesian Classifiers under MapReduce.

Jacinto Arias, José A. Gámez, José Miguel Puerta

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

2014

A Pairwise Class Interaction Framework for Multilabel Classification.

Jacinto Arias, José A. Gámez, Thomas D. Nielsen, José Miguel Puerta

Proceedings of the Probabilistic Graphical Models - 7th European Workshop, 2014

2013

Learning more Accurate Bayesian Networks in the CHC Approach by Adjusting the Trade-Off between Efficiency and Accuracy.

Jacinto Arias, José A. Gámez, José Miguel Puerta

Proceedings of the Advances in Artificial Intelligence, 2013