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  1. Interest points reduction using evolutionary algorithms and CBIR for face recognition

    Article • The Visual Computer, September 2020, Springer Science + Business Media

    Dr Juan Villegas Cortez

  2. Effect of the curvature during the course of adsorption in elliptical pores: a study under the framework of the Broekhoff de Boer approximation

    Article • Adsorption, April 2020, Springer Science + Business Media

    Dr Juan Villegas Cortez

  3. Red neuronal convolucional con extracción de características multi-columna para clasificación de imágenes

    Article • Research in Computing Science, December 2019, Instituto Politecnico Nacional/Centro de Investigacion en Computacion

    Dr Juan Villegas Cortez

  4. Wiener–Granger Causality Theory Supported by a Genetic Algorithm to Characterize Natural Scenery

    Article • Electronics, June 2019, MDPI AG

    Dr Juan Villegas Cortez

  5. Granger-causality: an efficient single user movement recognition using a smartphone accelerometer sensor

    Article • Pattern Recognition Letters, June 2019, Elsevier

    Dr Juan Villegas Cortez

  6. Coarse-Fine Convolutional Deep-Learning Strategy for Human Activity Recognition

    Article • Sensors, March 2019, MDPI AG

    CARLOS AVILES-CRUZ, Dr Juan Villegas Cortez

  7. A smartphone-based augmented reality system for university students for learning digital electronics

    Article • Computer Applications in Engineering Education, February 2019, Wiley

    CARLOS AVILES-CRUZ, Dr Juan Villegas Cortez

  8. Topology: A Theory of a Pseudometric-Based Clustering Model and Its Application in Content-Based Image Retrieval

    Article • Mathematical Problems in Engineering, January 2019, Hindawi Publishing Corporation

    Ismael Osuna-Galan, CARLOS AVILES-CRUZ, Dr Juan Villegas Cortez

  9. An Improved Convolutional Neural Network Architecture for Image Classification

    Article • January 2019, Springer Science + Business Media

    Dr Juan Villegas Cortez

  10. Power Supply Management for an Electric Vehicle Using Fuzzy Logic

    Article • Applied Computational Intelligence and Soft Computing, November 2018, Hindawi Publishing Corporation

    Ismael Osuna-Galan, CARLOS AVILES-CRUZ, Dr Juan Villegas Cortez

  11. Evolution of Statistical Descriptors for the Image Recognition of Natural Sceneries by Means of Genetic Programming for CBIR Improvement

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Juan Villegas Cortez

  12. Deploying massive runs of evolutionary algorithms with ECJ and Hadoop: Reducing interest points required for face recognition

    Article • The International Journal of High Performance Computing Applications, December 2016, SAGE Publications

    Dr Juan Villegas Cortez

  13. EEG Signal Implementation of Movement Intention for the Teleoperation of the Mobile Differential Robot

    Article • August 2016, Springer Science + Business Media

    CARLOS AVILES-CRUZ, Dr Juan Villegas Cortez

  14. Face Classification by Local Texture Analisys through CBIR and SURF Points

    Article • IEEE Latin America Transactions, May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    CARLOS AVILES-CRUZ, Dr Juan Villegas Cortez

  15. ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithms

    Article • January 2016, Springer Science + Business Media

    Dr Juan Villegas Cortez

  16. EEG Pattern Recognition: An Efficient Improvement Combination of ERD/ERS/Laterality Features to Create a Self-paced BCI System

    Article • January 2016, Springer Science + Business Media

    Dr Juan Villegas Cortez

  17. A Genetic Algorithm Applied to Content-Based Image Retrieval for Natural Scenes Classification

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    CARLOS AVILES-CRUZ, Dr Juan Villegas Cortez

  18. Self organizing natural scene image retrieval

    Article • Expert Systems with Applications, June 2013, Elsevier

    Professor Juan H Sossa Azuela, CARLOS AVILES-CRUZ, Dr Juan Villegas Cortez

  19. EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II

    Article • January 2013, Springer Science + Business Media

    Dr Juan Villegas Cortez

  20. Evolutionary Computation Applied to the Automatic Design of Artificial Neural Networks and Associative Memories

    Article • January 2013, Springer Science + Business Media

    Dr Juan Villegas Cortez

  21. EEG PATTERN RECOGNITION: Application to a Real Time Control System for Android-Based Mobile Devices

    Article • January 2013, Springer Science + Business Media

    Dr Juan Villegas Cortez

  22. Evolutionary Associative Memories through Genetic Programming

    Article • January 2012, Springer Science + Business Media

    Professor Juan H Sossa Azuela, Dr Juan Villegas Cortez

  23. Automatic Design of Artificial Neural Networks and Associative Memories for Pattern Classification and Pattern Restoration

    Article • January 2012, Springer Science + Business Media

    Professor Juan H Sossa Azuela, Dr Juan Villegas Cortez

  24. Systematic Simulation of Disordered Cylindrical Nanoporous Materials

    Article • Adsorption Science & Technology, July 2011, SAGE Publications

    Dr Juan Villegas Cortez

  25. Unsupervised Image Retrieval with Similar Lighting Conditions

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Juan H Sossa Azuela, CARLOS AVILES-CRUZ, Dr Juan Villegas Cortez

  26. Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach

    Article • January 2010, Springer Science + Business Media

    Dr Juan Villegas Cortez

  27. Scene Retrieval of Natural Images

    Article • January 2009, Springer Science + Business Media

    Dr Juan Villegas Cortez