Publications by the researcher in collaboration with David Gutiérrez Aviles (14)

2025

  1. MetaGen: A framework for metaheuristic development and hyperparameter optimization in machine and deep learning

    Neurocomputing, Vol. 637

2024

  1. An Experimental Comparison of Qiskit and Pennylane for Hybrid Quantum-Classical Support Vector Machines

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

  2. An evolutionary triclustering approach to discover electricity consumption patterns in France

    Proceedings of the ACM Symposium on Applied Computing

2023

  1. A new Apache Spark-based framework for big data streaming forecasting in IoT networks

    Journal of Supercomputing, Vol. 79, Núm. 10, pp. 11078-11100

2022

  1. A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture

    Neurocomputing, Vol. 500, pp. 268-278

  2. Deformation forecasting of a hydropower dam by hybridizing a long short-term memory deep learning network with the coronavirus optimization algorithm

    Computer-Aided Civil and Infrastructure Engineering, Vol. 37, Núm. 11, pp. 1368-1386

2021

  1. Discovering Spatio-Temporal Patterns in Precision Agriculture Based on Triclustering

    Advances in Intelligent Systems and Computing

2020

  1. Automated Deployment of a Spark Cluster with Machine Learning Algorithm Integration

    Big Data Research, Vol. 19-20

  2. Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model

    Big data, Vol. 8, Núm. 4, pp. 308-322

  3. Real-Time Big Data Analytics in Smart Cities from LoRa-Based IoT Networks

    Advances in Intelligent Systems and Computing

2019

  1. Random Hyper-parameter Search-Based Deep Neural Network for Power Consumption Forecasting

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

2018

  1. SmartFD: A real big data application for electrical fraud detection

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

2015

  1. A novel method for seismogenic zoning based on triclustering: Application to the Iberian Peninsula

    Entropy, Vol. 17, Núm. 7, pp. 5000-5021

2014

  1. TriGen: A genetic algorithm to mine triclusters in temporal gene expression data

    Neurocomputing, Vol. 132, pp. 42-53