Francisco Javier Pulgar

According to our database, Francisco Javier Pulgar authored at least 8 papers between 2016 and 2021.

Collaborative distances:

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

2021

ClEnDAE: A classifier based on ensembles with built-in dimensionality reduction through denoising autoencoders.

Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus

Inf. Sci., 2021

2020

Choosing the proper autoencoder for feature fusion based on data complexity and classifiers: Analysis, tips and guidelines.

Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus

Inf. Fusion, 2020

2019

AEkNN: An AutoEncoder kNN-Based Classifier With Built-in Dimensionality Reduction.

Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus

Int. J. Comput. Intell. Syst., 2019

2018

A First Approach to Face Dimensionality Reduction Through Denoising Autoencoders.

Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

2017

MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments - A MapReduce solution.

Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María Dolores Pérez-Godoy, Pedro González, Cristóbal J. Carmona, María José del Jesus

Knowl. Based Syst., 2017

A Transformation Approach Towards Big Data Multilabel Decision Trees.

Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, Francisco Javier Pulgar, María José del Jesus

Proceedings of the Advances in Computational Intelligence, 2017

On the Impact of Imbalanced Data in Convolutional Neural Networks Performance.

Francisco Javier Pulgar, Antonio J. Rivera, Francisco Charte, María José del Jesus

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

2016

Estimating the Maximum Power Delivered by Concentrating Photovoltaics Technology Through Atmospheric Conditions Using a Differential Evolution Approach.

Cristóbal J. Carmona, Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María José del Jesus, Jorge Aguilera

Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016