R. Pérez-Chacón

Big Data Analytics for Discovering Electricity Consumption Patterns in Smart Cities

R. Pérez-Chacón, José María Luna-Romera, Alicia Troncoso et al. · Energies · 2018 · 104 citations · Full text

Clustering Technique, New Technologies, Engineering +24

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

R. Talavera-Llames, R. Pérez-Chacón, Alicia Troncoso et al. · Knowledge-Based Systems · 2018 · 52 citations

Cluster Computing, Nearest Neighbours, Engineering +10

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

R. Pérez-Chacón, G. Asencio–Cortés, Francisco Martínez‐Álvarez et al. · Information Sciences · 2020 · 49 citations

Forecasting Methodology, Pattern Sequence Similarity, Engineering +10

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

R. Talavera-Llames, R. Pérez-Chacón, Alicia Troncoso et al. · Neurocomputing · 2019 · 41 citations

Forecasting Methodology, Engineering, Machine Learning +8

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

R. Pérez-Chacón, G. Asencio–Cortés, Alicia Troncoso et al. · Future Generation Computer Systems · 2024 · 17 citations · Full text