Publicaciones en las que colabora con José Manuel Benítez Sánchez (19)

2023

  1. Complexity measures and features for times series classification

    Expert Systems with Applications, Vol. 213

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

2019

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

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

2018

  1. A forecasting methodology for workload forecasting in cloud systems

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

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

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

  3. 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

2016

  1. A wrapper evolutionary approach for supervised multivariate discretization: A case study on decision trees

    Advances in Intelligent Systems and Computing

  2. DPD-DFF: A dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases

    Information Fusion, Vol. 32, pp. 40-51

  3. Data discretization: Taxonomy and big data challenge

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 6, Núm. 1, pp. 5-21

  4. Multivariate Discretization Based on Evolutionary Cut Points Selection for Classification

    IEEE Transactions on Cybernetics, Vol. 46, Núm. 3, pp. 595-608

2015

  1. A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models

    Knowledge-Based Systems, Vol. 81, pp. 76-97

  2. A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal

    Knowledge-Based Systems, Vol. 81, pp. 98-116

  3. A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation

    Information Sciences, Vol. 315, pp. 67-87

  4. Distributed Entropy Minimization Discretizer for Big Data Analysis under Apache Spark

    Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2015

2014

  1. Big Data with Cloud Computing: An insight on the computing environment, MapReduce, and programming frameworks

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 4, Núm. 5, pp. 380-409

  2. E-learning and educational data mining in cloud computing: An overview

    International Journal of Learning Technology

2013

  1. An overview on the structure and applications for business intelligence and data mining in cloud computing

    Advances in Intelligent Systems and Computing

2003

  1. Fuzzy control of HVAC systems optimized by genetic algorithms

    Applied Intelligence, Vol. 18, Núm. 2, pp. 155-177