Publications by the researcher in collaboration with Ruben Pérez Chacón (8)

2024

  1. Pattern sequence-based algorithm for multivariate big data time series forecasting: Application to electricity consumption

    Future Generation Computer Systems, Vol. 154, pp. 397-412

2020

  1. Big data time series forecasting based on pattern sequence similarity and its application to the electricity demand

    Information Sciences, Vol. 540, pp. 160-174

  2. Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model

    Big data, Vol. 8, Núm. 4, pp. 308-322

2019

  1. MV-kWNN: A novel multivariate and multi-output weighted nearest neighbours algorithm for big data time series forecasting

    Neurocomputing, Vol. 353, pp. 56-73

2018

  1. Big data analytics for discovering electricity consumption patterns in smart cities

    Energies, Vol. 11, Núm. 3

  2. Big data time series forecasting based on nearest neighbours distributed computing with Spark

    Knowledge-Based Systems, Vol. 161, pp. 12-25

2016

  1. A nearest neighbours-based algorithm for big time series data forecasting

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

  2. Finding electric energy consumption patterns in big time series data

    Advances in Intelligent Systems and Computing