Publications (76) CRISTÓBAL JOSÉ CARMONA DEL JESÚS publications

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2025

  1. Application of spiking neural networks and traditional artificial neural networks for solar radiation forecasting in photovoltaic systems in Arab countries

    Neural Computing and Applications, Vol. 37, Núm. 15, pp. 9095-9127

  2. Extracting Knowledge from Machine Learning Models to Diagnose Breast Cancer

    Life, Vol. 15, Núm. 2

  3. Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations

    Information Fusion, Vol. 123

  4. Trustworthy and explainable federated system for extracting descriptive rules in a data streaming environment

    Results in Engineering, Vol. 25

2024

  1. Advancing Computational Frontiers: Spiking Neural Networks in High-Energy Efficiency Computing Across Diverse Domains

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

  2. Optimization of transport routes through a social interaction algorithm-based application

    International Joint Conference: 17th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2024) and 15th International Conference on EUropean Transnational Education (ICEUTE 2024) (Springer International Publishing AG), pp. 301-311

  3. Optimization of Transport Routes Through a Social Interaction Algorithm-Based Application

    Lecture Notes in Networks and Systems

  4. SDRDPy: An application to graphically visualize the knowledge obtained with supervised descriptive rule algorithms

    SoftwareX, Vol. 28

2023

  1. A First Evolutionary Fuzzy Approach for Change Mining with Smart Bands

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

  2. A Multiclustering Evolutionary Hyperrectangle-Based Algorithm

    International Journal of Computational Intelligence Systems, Vol. 16, Núm. 1

  3. A distributed evolutionary fuzzy system-based method for the fusion of descriptive emerging patterns in data streams

    Information Fusion, Vol. 91, pp. 412-423

  4. An Evolutionary Fuzzy System for Multiclustering in Data Streaming

    Procedia Computer Science

  5. Clustering: an R library to facilitate the analysis and comparison of cluster algorithms

    Progress in Artificial Intelligence, Vol. 12, Núm. 1, pp. 33-44

  6. Urinary Metabolic Distinction of Niemann–Pick Class 1 Disease through the Use of Subgroup Discovery

    Metabolites, Vol. 13, Núm. 10

  7. Uso de metodologías de aprendizaje invertido para resolución de la parte práctica en asignaturas del Grado en Ingeniería Informática

    XX Congreso Internacional de Investigación Educativa: III Encuentro Internacional de Doctorandos/as e Investigadores/as Noveles de AIDIPE, Santiago de Compostela, 14-17 de junio de 2022, libro de actas

2022

  1. A Case of Study with the Clustering R Library to Measure the Quality of Cluster Algorithms

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

  2. Gamificación mediante juegos de bloques en asignaturas del ámbito de la Inteligencia Artificial en el Grado en Ingeniería Informática

    Educar para transformar: Innovación pedagógica, calidad y TIC en contextos formativos (Dykinson), pp. 1076-1082

2021

  1. A Preliminary Many Objective Approach for Extracting Fuzzy Emerging Patterns

    Advances in Intelligent Systems and Computing

  2. A Preliminary Many Objective Approach for Extracting Fuzzy Emerging Patterns

    15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020): Burgos, Spain ; September 2020

  3. A cellular-based evolutionary approach for the extraction of emerging patterns in massive data streams

    Expert Systems with Applications, Vol. 183