Publications by the researcher in collaboration with Ricardo Leon Talavera Llames (5)

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

  2. Multi-step forecasting for big data time series based on ensemble learning

    Knowledge-Based Systems, Vol. 163, pp. 830-841

2018

  1. 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