Publications (10) FRANCISCO JAVIER BALDÁN LOZANO publications

2024

  1. Benchmarking Anomaly Detection Methods: Insights From the UCR Time Series Anomaly Archive

    Expert Systems

  2. Natural noise management in collaborative recommender systems over time-related information

    Journal of Supercomputing, Vol. 80, Núm. 16, pp. 23628-23666

  3. Time series features and fuzzy memberships combination for time series classification

    Neurocomputing, Vol. 606

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