LENGUAJES Y SISTEMAS INFORMÁTICOS
Departamento
MANUEL
PEGALAJAR CUÉLLAR
PROFESOR TITULAR DE UNIVERSIDAD
Publicaciones en las que colabora con MANUEL PEGALAJAR CUÉLLAR (12)
2023
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Time Series Forecasting with Quantum Neural Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Time series quantum classifiers with amplitude embedding
Quantum Machine Intelligence, Vol. 5, Núm. 2
2022
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A similarity measure for Straight Line Programs and its application to control diversity in Genetic Programming
Expert Systems with Applications, Vol. 194
2021
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Analysis and enhanced prediction of the Spanish Electricity Network through Big Data and Machine Learning techniques
International Journal of Approximate Reasoning, Vol. 133, pp. 48-59
2020
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A three-valued logic approach for edge detection using cellular automata
Journal of Cellular Automata, Vol. 15, Núm. 5-6, pp. 407-438
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An Ant Colony Optimization approach for symbolic regression using Straight Line Programs. Application to energy consumption modelling
International Journal of Approximate Reasoning, Vol. 121, pp. 23-38
2018
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A comparison between NARX neural networks and symbolic regression: An application for energy consumption forecasting
Communications in Computer and Information Science
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A comparison between NARX neural networks and symbolic regression: an application for energy consumption forecasting
Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications: 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part III
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Energy consumption forecasting based on Elman neural networks with evolutive optimization
Expert Systems with Applications, Vol. 92, pp. 380-389
2017
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Experimental evaluation of straight line programs for hydrological modelling with exogenous variables
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016
2014
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Estrategias para incentivar la investigación en la Facultad de Educación y Humanidades de Ceuta: contrato programa
La investigación en las facultades de Educación y Humanidades de los campus de Melilla y Ceuta: una perspectiva histórica, de presente y de futuro (GEEPP (Gestión y Edición de Publicaciones Profesionales)), pp. 133-138