Finding Electric Energy Consumption Patterns in Big Time Series Data. - Rubén Pérez-Chacón; Ricardo L. Talavera-Llames; Francisco Martínez-Álvarez; Alicia Troncoso Lora (DCAI, 2016)

A Nearest Neighbours-Based Algorithm for Big Time Series Data Forecasting. - Ricardo L. Talavera-Llames; Rubén Pérez-Chacón; María Martínez-Ballesteros; Alicia Troncoso; Francisco Martínez-Álvarez (HAIS, 2016)

Big data time series forecasting based on nearest neighbours distributed computing with Spark. - Ricardo L. Talavera-Llames; Rubén Pérez-Chacón; Alicia Troncoso Lora; Francisco Martínez-Álvarez (Knowl. Based Syst., 2018)

MV-kWNN: A novel multivariate and multi-output weighted nearest neighbours algorithm for big data time series forecasting. - Ricardo L. Talavera-Llames; Rubén Pérez-Chacón; Alicia Troncoso; Francisco Martínez-Álvarez (Neurocomputing, 2019)

Multi-step forecasting for big data time series based on ensemble learning. - Antonio Galicia; Ricardo L. Talavera-Llames; Alicia Troncoso Lora; Irena Koprinska; Francisco Martínez-Álvarez (Knowl. Based Syst., 2019)