Francisco Javier Pulgar

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 9

Top Topics

Evolutionary Fuzzy

Dimensionality Reduction

Top Venues

Int. J. Comput. Intell. Syst.

Publications

Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus
ClEnDAE: A classifier based on ensembles with built-in dimensionality reduction through denoising autoencoders. Inf. Sci. 565 (2021)
Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus
Choosing the proper autoencoder for feature fusion based on data complexity and classifiers: Analysis, tips and guidelines. Inf. Fusion 54 (2020)
Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus
AEkNN: An AutoEncoder kNN-Based Classifier With Built-in Dimensionality Reduction. Int. J. Comput. Intell. Syst. 12 (1) (2019)
Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus
A First Approach to Face Dimensionality Reduction Through Denoising Autoencoders. IDEAL (1) (2018)
Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus
AEkNN: An AutoEncoder kNN-based classifier with built-in dimensionality reduction. CoRR (2018)
Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María Dolores Pérez-Godoy, Pedro González, Cristóbal J. Carmona, María José del Jesus
MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments - A MapReduce solution. Knowl. Based Syst. 117 (2017)
Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, Francisco Javier Pulgar, María José del Jesus
A Transformation Approach Towards Big Data Multilabel Decision Trees. IWANN (1) (2017)
Francisco Javier Pulgar, Antonio J. Rivera, Francisco Charte, María José del Jesus
On the Impact of Imbalanced Data in Convolutional Neural Networks Performance. HAIS (2017)
Cristóbal J. Carmona, Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María José del Jesus, Jorge Aguilera
Estimating the Maximum Power Delivered by Concentrating Photovoltaics Technology Through Atmospheric Conditions Using a Differential Evolution Approach. HAIS (2016)