Publications by the researcher in collaboration with MARÍA JOSÉ DEL JESÚS DÍAZ (39)

2023

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

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

2021

  1. 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

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

    Advances in Intelligent Systems and Computing

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

    Expert Systems with Applications, Vol. 183

  4. Implementation of Data Stream Classification Neural Network Models Over Big Data Platforms

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

2020

  1. An analysis of technological frameworks for data streams

    Progress in Artificial Intelligence, Vol. 9, Núm. 3, pp. 239-261

  2. FEPDS: A Proposal for the Extraction of Fuzzy Emerging Patterns in Data Streams

    IEEE Transactions on Fuzzy Systems, Vol. 28, Núm. 12, pp. 3193-3203

2019

  1. A Big Data Approach for the Extraction of Fuzzy Emerging Patterns

    Cognitive Computation, Vol. 11, Núm. 3, pp. 400-417

2018

  1. Análisis preliminar de marcos tecnológicos en data stream

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  2. Improvement of subgroup descriptions in noisy data by detecting exceptions

    Progress in Artificial Intelligence, Vol. 7, Núm. 1, pp. 55-64

  3. MOEA-EFEP: Multi-Objective Evolutionary Algorithm for Extracting Fuzzy Emerging Patterns

    IEEE Transactions on Fuzzy Systems, Vol. 26, Núm. 5, pp. 2861-2872

  4. MOEA-EFEP: un algoritmo evolutivo multi-objetivo para la extracción de patrones emergentes difusos

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  5. Una primera aproximación para la extracción de patrones emergentes en flujos continuos de datos

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

2017

  1. A first approach to handle fuzzy emerging patterns mining on big data problems: The EvAEFP-spark algorithm

    IEEE International Conference on Fuzzy Systems

  2. MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments - A MapReduce solution

    Knowledge-Based Systems, Vol. 117, pp. 70-78

2016

  1. Subgroup discovery with evolutionary fuzzy systems in r: The SDEFSR package

    R Journal, Vol. 8, Núm. 2, pp. 307-323

2015

  1. A fuzzy genetic programming-based algorithm for subgroup discovery and the application to one problem of pathogenesis of acute sore throat conditions in humans

    Information Sciences, Vol. 298, pp. 180-197

  2. FuGePSD: Fuzzy Genetic Programming-based algorithm for Subgroup Discovery

    Proceedings of the 2015 conference of the international fuzzy systems association and the european society for fuzzy logic and technology

2014

  1. Overview on evolutionary subgroup discovery: Analysis of the suitability and potential of the search performed by evolutionary algorithms

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 4, Núm. 2, pp. 87-103

2013

  1. An evolutionary fuzzy system for the detection of exceptions in subgroup discovery

    Proceedings of the 2013 Joint IFSA World Congress and NAFIPS Annual Meeting, IFSA/NAFIPS 2013