Enrique
Onieva Caracuel
Publicacions (142) Publicacions de Enrique Onieva Caracuel
2024
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A new Hyper-heuristic based on Adaptive Simulated Annealing and Reinforcement Learning for the Capacitated Electric Vehicle Routing Problem
Expert Systems with Applications, Vol. 252
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A variable neighbourhood search for minimization of operation times through warehouse layout optimization
Logic Journal of the IGPL, Vol. 32, Núm. 4, pp. 688-699
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Autoencoder-Enhanced Clustering: A Dimensionality Reduction Approach to Financial Time Series
IEEE Access, Vol. 12, pp. 16999-17009
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Optimizing Road Traffic Surveillance: A Robust Hyper-Heuristic Approach for Vehicle Segmentation
IEEE Access, Vol. 12, pp. 29503-29524
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Portfolio construction using explainable reinforcement learning
Expert Systems
2023
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A Fuzzy Logic Ensemble Approach to Concept Drift Detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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A two-phase metaheuristic approach for the parcel locker location problem: First select then merge
2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2023
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Fuzzy Logic Strategy for Traction Control in Parallel Hybrid Vehicles
IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
2022
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A hybrid optimizer based on backtracking search and differential evolution for continuous optimization
Journal of Experimental and Theoretical Artificial Intelligence, Vol. 34, Núm. 3, pp. 355-385
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An analysis of heuristic metrics for classifier ensemble pruning based on ordered aggregation
Pattern Recognition, Vol. 124
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Selective ensemble of classifiers trained on selective samples
Neurocomputing, Vol. 482, pp. 197-211
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Time Series Forecasting Using Artificial Neural Networks: A Model for the IBEX 35 Index
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021
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Deep Transfer Learning for Interpretable Chest X-Ray Diagnosis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Deep Transfer Learning for Interpretable Chest X-Ray Diagnosis
Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings
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Optimization of Warehouse Layout for the Minimization of Operation Times
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Optimization of Warehouse Layout for the Minimization of Operation Times
Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings
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The role of machine learning in centralized authorization process of nanomedicines in European Union
Current Topics in Medicinal Chemistry, Vol. 21, Núm. 9, pp. 828-838
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Waste Collection Vehicle Routing Problem Using Filling Predictions
Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings
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Waste Collection Vehicle Routing Problem Using Filling Predictions
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020
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A graph CNN-LSTM neural network for short and long-term traffic forecasting based on trajectory data
Transportation Research Part C: Emerging Technologies, Vol. 112, pp. 62-77