Publications (140) Publications de JESÚS GONZÁLEZ PEÑALVER

2024

  1. Improving the Performance of EA-based Multi-population Models for Feature Selection Problems by Reducing the Individual Size in the Initial Population

    GECCO 2024 Companion - Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion

2023

  1. Boosting NSGA-II-Based Wrappers Speedup for High-Dimensional Data: Application to EEG Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Design of a Standard and Programmatically Accessible Interface for Smart Meters to Allow Monitoring Automation of the Energy Consumed by the Execution of Computer Software

    Sustainability (Switzerland), Vol. 15, Núm. 3

  3. Development of a Noise Monitoring and Control Sensor Network System for the Enclosed Spaces Within a University Environment

    Proceedings - 2023 IEEE Latin-American Conference on Communications, LATINCOM 2023

  4. Towards the Identification of Multiclass Lung Cancer-Related Genes: An Evolutionary and Intelligent Procedure

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2022

  1. Ant colony optimization for feature selection via a filter-randomized search heuristic

    GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference

  2. Boosting the convergence of a GA-based wrapper for feature selection problems on high-dimensional data

    GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference

  3. Representational Similarity Analysis: A Preliminary Step to fMRI-EEG Data Fusion in MVPAlab

    Artificial intelligence in neuroscience: Affective analysis and health applications: 9th international work-conference on the interplay between natural and artificial computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022, proceedings, Part I (Springer Suiza), pp. 84-94

2021

  1. A lexicographic cooperative co-evolutionary approach for feature selection

    Neurocomputing, Vol. 463, pp. 59-76

  2. Energy-Time Profiling for Machine Learning Methods to EEG Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Performance Study of Ant Colony Optimization for Feature Selection in EEG Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Recurrent Neural Networks and Efficiency in High-Dimensional EEG Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Understanding power quality using iot-based smart analyzers and advanced software tools

    Renewable Energy and Power Quality Journal, Vol. 19, pp. 356-361

  6. Unified electrical model for the contact regions of staggered Thin Film Transistors

    Organic Electronics, Vol. 92

2020

  1. A parallel and distributed multi-population GA with asynchronous migrations: Energy-time analysis for heterogeneous systems

    GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion

  2. Cost-Efficiency of Convolutional Neural Networks for High-Dimensional EEG Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Deep learning for EEG-based motor imagery classification: Accuracy-cost trade-off

    PLoS ONE, Vol. 15, Núm. 6

  4. Versatile model for the contact region of organic thin-film transistors

    Organic Electronics, Vol. 77

2019

  1. A new multi-objective wrapper method for feature selection – Accuracy and stability analysis for BCI

    Neurocomputing, Vol. 333, pp. 407-418

  2. Compact modeling of the effects of illumination on the contact region of organic phototransistors

    Organic Electronics, Vol. 70, pp. 113-121