Publications (12) JOSÉ MANUEL BENÍTEZ SÁNCHEZ publications

filter_list Statistics and Probability

2024

  1. An Efficient Green AI Approach to Time Series Forecasting Based on Deep Learning

    Big Data and Cognitive Computing, Vol. 8, Núm. 9

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

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

2018

  1. 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

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

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

  3. Self-labeling techniques for semi-supervised time series classification: an empirical study

    Knowledge and Information Systems, Vol. 55, Núm. 2, pp. 493-528

2017

  1. Nearest neighbor classification for high-speed big data streams using spark

    IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 47, Núm. 10, pp. 2727-2739

2016

  1. Bagging exponential smoothing methods using STL decomposition and Box-Cox transformation

    International Journal of Forecasting, Vol. 32, Núm. 2, pp. 303-312

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

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

  3. On the stopping criteria for k-Nearest Neighbor in positive unlabeled time series classification problems

    Information Sciences, Vol. 328, pp. 42-59

2014

  1. On the usefulness of cross-validation for directional forecast evaluation

    Computational Statistics and Data Analysis, Vol. 76, pp. 132-143