Ruben
Pérez Chacón
Profesor/a Asociado
Publications (8) Ruben Pérez Chacón publications
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2024
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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
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Big data time series forecasting based on pattern sequence similarity and its application to the electricity demand
Information Sciences, Vol. 540, pp. 160-174
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Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model
Big data, Vol. 8, Núm. 4, pp. 308-322
2019
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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
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Big data analytics for discovering electricity consumption patterns in smart cities
Energies, Vol. 11, Núm. 3
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Big data time series forecasting based on nearest neighbours distributed computing with Spark
Knowledge-Based Systems, Vol. 161, pp. 12-25
2016
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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)
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Finding electric energy consumption patterns in big time series data
Advances in Intelligent Systems and Computing