Informática
Facultad
José Manuel
Colmenar
Publicaciones en las que colabora con José Manuel Colmenar (56)
2023
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Comparing Individual Representations in Grammar-Guided Genetic Programming for Glucose Prediction in People with Diabetes
GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion
2022
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Blood glucose prediction using multi-objective grammatical evolution: analysis of the “agnostic” and “what-if” scenarios
Genetic Programming and Evolvable Machines, Vol. 23, Núm. 2, pp. 161-192
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Obtaining Difference Equations for Glucose Prediction by Structured Grammatical Evolution and Sparse Identification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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WebGE: An Open-Source Tool for Symbolic Regression Using Grammatical Evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020
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Evolving energy demand estimation models over macroeconomic indicators
GECCO 2020 - Proceedings of the 2020 Genetic and Evolutionary Computation Conference
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Multilayer analysis of population diversity in grammatical evolution for symbolic regression
Soft Computing, Vol. 24, Núm. 15, pp. 11283-11295
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Particle swarm grammatical evolution for energy demand estimation
Energy Science and Engineering, Vol. 8, Núm. 4, pp. 1068-1079
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Short and Medium Term Blood Glucose Prediction Using Multi-objective Grammatical Evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019
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Structured grammatical evolution for glucose prediction in diabetic patients
GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference
2018
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Automatic generation of models for energy demand estimation using Grammatical Evolution
Energy, Vol. 164, pp. 183-193
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Evolutionary design of the memory subsystem
Applied Soft Computing Journal, Vol. 62, pp. 1088-1101
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Glucose prognosis by grammatical evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Identification of models for glucose blood values in diabetics by grammatical evolution
Handbook of Grammatical Evolution (Springer International Publishing), pp. 367-393
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Un estudio sobre la influencia de la función objetivo en evolución gramatical para regresión simbólica
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
2017
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Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods
Journal of Medical Systems, Vol. 41, Núm. 9
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Embedded grammars for grammatical evolution on GPGPU
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Enhancing grammatical evolution through data augmentation: Application to blood glucose forecasting
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016
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Compilable phenotypes: Speeding-up the evaluation of glucose models in grammatical evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Modeling and predicting the Spanish Bachillerato academic results over the next few years using a random network model
Physica A: Statistical Mechanics and its Applications, Vol. 442, pp. 36-49
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Multi-objective optimization of energy consumption and execution time in a single level cache memory for embedded systems
Journal of Systems and Software, Vol. 111, pp. 200-212