Publicaciones en las que colabora con JOSÉ MANUEL BENÍTEZ SÁNCHEZ (66)

2024

  1. Optimizing dense feed-forward neural networks

    Neural Networks, Vol. 171, pp. 229-241

2023

  1. COVID-ViT: COVID-19 Detection Method Based on Vision Transformers

    Lecture Notes in Networks and Systems

  2. Complexity measures and features for times series classification

    Expert Systems with Applications, Vol. 213

2022

  1. Semantics of Data Mining Services in Cloud Computing

    IEEE Transactions on Services Computing, Vol. 15, Núm. 2, pp. 945-955

2021

  1. Multivariate times series classification through an interpretable representation

    Information Sciences, Vol. 569, pp. 596-614

  2. SCMFTS: Scalable and Distributed Complexity Measures and Features for Univariate and Multivariate Time Series in Big Data Environments

    International Journal of Computational Intelligence Systems, Vol. 14, Núm. 1

2020

  1. Ability to predict side-out performance by the setter’s action range with first tempo availability in top european male and female teams

    International Journal of Environmental Research and Public Health, Vol. 17, Núm. 17, pp. 1-16

  2. Overall quality optimization for DQM stage in High Energy Physics experiments

    Journal of Physics: Conference Series

2019

  1. Delivering data mining services in cloud computing

    Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019

  2. Distributed FastShapelet Transform: a Big Data time series classification algorithm

    Information Sciences, Vol. 496, pp. 451-463

  3. Fuzzy systems-as-a-service in cloud computing

    International Journal of Computational Intelligence Systems, Vol. 12, Núm. 2, pp. 1162-1172

2018

  1. A distributed evolutionary multivariate discretizer for Big Data processing on Apache Spark

    Swarm and Evolutionary Computation, Vol. 38, pp. 240-250

  2. A forecasting methodology for workload forecasting in cloud systems

    IEEE Transactions on Cloud Computing, Vol. 6, Núm. 4, pp. 929-941

  3. A proposal for the specification of data mining services in cloud computing

    CLOSER 2018 - Proceedings of the 8th International Conference on Cloud Computing and Services Science

  4. An Information Theory-Based Feature Selection Framework for Big Data under Apache Spark

    IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 48, Núm. 9, pp. 1441-1453

  5. Fault detection based on time series modeling and multivariate statistical process control

    Chemometrics and Intelligent Laboratory Systems, Vol. 182, pp. 57-69

  6. On the use of convolutional neural networks for robust classification of multiple fingerprint captures

    International Journal of Intelligent Systems, Vol. 33, Núm. 1, pp. 213-230

  7. Un procedimiento efectivo para descomponer y modelar series temporales en agricultura

    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. Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection

    Knowledge-Based Systems, Vol. 126, pp. 91-103

  2. Fast-mRMR: Fast Minimum Redundancy Maximum Relevance Algorithm for High-Dimensional Big Data

    International Journal of Intelligent Systems, Vol. 32, Núm. 2, pp. 134-152