JOSÉ IGNACIO
HIDALGO PÉREZ
Catedrático de universidad
Publicacións (192) Publicacións de JOSÉ IGNACIO HIDALGO PÉREZ
2024
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Learning Difference Equations with Structured Grammatical Evolution for Postprandial Glycaemia Prediction
IEEE Journal of Biomedical and Health Informatics
2023
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A particle swarm optimization algorithm with novelty search for combustion systems with ultra-low emissions and minimum fuel consumption
Applied Soft Computing, Vol. 143
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An LSTM-based Neural Network Wearable System for Blood Glucose Prediction in People with Diabetes
IEEE Journal of Biomedical and Health Informatics
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Artificial Intelligence-Based Predictive, Preventive, and Personalised Medicine Applied to Bacteraemia Diagnosis
Advances in Predictive, Preventive and Personalised Medicine (Springer Science and Business Media B.V.), pp. 9-41
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Automatic Burst Detection in Solar Radio Spectrograms Using Deep Learning: deARCE Method
Solar Physics, Vol. 298, Núm. 6
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Combining wavelet transform with convolutional neural networks for hypoglycemia events prediction from CGM data
Chemometrics and Intelligent Laboratory Systems, Vol. 243
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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
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Estimation of Interstitial Glucose from physical activity measures using Grammatical Evolution
PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION
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Evaluating the influence of sleep quality and quantity on glycemic control in adults with type 1 diabetes
Frontiers in Endocrinology, Vol. 14
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Hardware design of a model generator based on grammars and cartesian genetic programming for blood glucose prediction
GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion
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Modelling the Transmission Dynamics of Obesity: A Multi-Objective Approach Using Dynamic Structured Grammatical Evolution
GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion
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Prediction of microscopic residual stresses using genetic programming
Applications in Engineering Science, Vol. 15
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Tree-Based Grammatical Evolution with Non-Encoding Nodes
GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion
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Using genetic programming and the stress equilibrium method to obtain the un-stressed lattice parameter for calculating residual stresses
Journal of Materials Research and Technology, Vol. 23, pp. 1543-1558
2022
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Approaching Epistemic and Aleatoric uncertainty with Evolutionary Optimization: Examples and Challenges
GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference
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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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Combining the Properties of Random Forest with Grammatical Evolution to Construct Ensemble Models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Evaluating the Influence of Mood and Stress on Glycemic Variability in People with T1DM Using Glucose Monitoring Sensors and Pools
Diabetology, Vol. 3, Núm. 2, pp. 268-275
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Evolutionary Approach to Model Calibration with Uncertainty: An Application to Breast Cancer Growth Model
GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference
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Evolving Classification Rules for Predicting Hypoglycemia Events
2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings