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)

Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model. - Francisco Martínez-Álvarez; Gualberto Asencio-Cortés; José F. Torres; David Gutiérrez-Avilés; Laura Melgar-García; Rubén Pérez-Chacón; Cristina Rubio-Escudero; José C. Riquelme; Alicia Troncoso Lora (Big Data, 2020)

Big data time series forecasting based on pattern sequence similarity and its application to the electricity demand. - Rubén Pérez-Chacón; Gualberto Asencio-Cortés; Francisco Martínez-Álvarez; Alicia Troncoso Lora (Inf. Sci., 2020)

Pattern sequence-based algorithm for multivariate big data time series forecasting: Application to electricity consumption. - Rubén Pérez-Chacón; Gualberto Asencio-Cortés; Alicia Troncoso Lora; Francisco Martínez-Álvarez (Future Gener. Comput. Syst., 2024)