Sancho
Salcedo Sanz
Catedrático/a de Universidad
Javier del
Ser Lorente
Publications by the researcher in collaboration with Javier del Ser Lorente (56)
2024
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Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review
Theoretical and Applied Climatology, Vol. 155, Núm. 1, pp. 1-44
2023
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Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques
Applied Soft Computing, Vol. 136
2022
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Persistence in complex systems
Physics Reports, Vol. 957, pp. 1-73
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Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives
Applied Soft Computing, Vol. 118
2020
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Stream learning in energy IoT systems: A case study in combined cycle power plants
Energies, Vol. 13, Núm. 3
2019
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Bio-inspired computation: Where we stand and what's next
Swarm and Evolutionary Computation, Vol. 48, pp. 220-250
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Optimal design of Microgrid’s network topology and location of the distributed renewable energy resources using the Harmony Search algorithm
Soft Computing, Vol. 23, Núm. 15, pp. 6495-6510
2018
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Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics
Neurocomputing, Vol. 271, pp. 18-27
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DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments
Applied Soft Computing Journal, Vol. 68, pp. 693-709
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Optimal microgrid topology design and siting of distributed generation sources using a multi-objective substrate Layer Coral Reefs Optimization Algorithm
Sustainability (Switzerland), Vol. 11, Núm. 1
2017
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A grouping harmony search algorithm for assigning resources to users in WCDMA mobile networks
Advances in Intelligent Systems and Computing
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A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks
International Journal of Bio-Inspired Computation
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A novel grouping harmony search algorithm for clustering problems
Advances in Intelligent Systems and Computing
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A probabilistic sample matchmaking strategy for imbalanced data streams with concept drift
Studies in Computational Intelligence, Vol. 678, pp. 237-246
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Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems
Applied Soft Computing Journal, Vol. 52, pp. 760-770
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On the creation of diverse ensembles for nonstationary environments using bio-inspired heuristics
Advances in Intelligent Systems and Computing
2016
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A feature selection method for author identification in interactive communications based on supervised learning and language typicality
Engineering Applications of Artificial Intelligence, Vol. 56, pp. 175-184
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A harmony search approach for the selective pick-up and delivery problem with delayed drop-off
Advances in Intelligent Systems and Computing
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A novel Coral Reefs Optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids
Soft Computing, Vol. 20, Núm. 11, pp. 4287-4300
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A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria
Expert Systems with Applications, Vol. 55, pp. 388-402