SALVADOR
GARCÍA LÓPEZ
CATEDRÁTICO DE UNIVERSIDAD
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Universidad de Jaén
Jaén, EspañaPublikationen in Zusammenarbeit mit Forschern von Universidad de Jaén (104)
2024
2022
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Monotonic Constrained Clustering: A First Approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021
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CommuniMents: A framework for detecting community based sentiments for events
Research Anthology on Strategies for Using Social Media as a Service and Tool in Business (IGI Global), pp. 382-404
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Decomposition-Fusion for Label Distribution Learning
Information Fusion, Vol. 66, pp. 64-75
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Enhancing instance-level constrained clustering through differential evolution
Applied Soft Computing, Vol. 108
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ME-MEOA/DCC: Multiobjective constrained clustering through decomposition-based memetic elitism
Swarm and Evolutionary Computation, Vol. 66
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Synthetic Sample Generation for Label Distribution Learning
Information Sciences, Vol. 544, pp. 197-213
2020
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Agglomerative Constrained Clustering Through Similarity and Distance Recalculation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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DILS: Constrained clustering through dual iterative local search
Computers and Operations Research, Vol. 121
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Improving constrained clustering via decomposition-based multiobjective optimization with memetic elitism
GECCO 2020 - Proceedings of the 2020 Genetic and Evolutionary Computation Conference
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ProLSFEO-LDL: Prototype selection and label- specific feature evolutionary optimization for label distribution learning
Applied Sciences (Switzerland), Vol. 10, Núm. 9
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Similarity-based and Iterative Label Noise Filters for Monotonic Classification
Proceedings of the Annual Hawaii International Conference on System Sciences
2019
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A snapshot on nonstandard supervised learning problems: taxonomy, relationships, problem transformations and algorithm adaptations
Progress in Artificial Intelligence, Vol. 8, Núm. 1
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Label noise filtering techniques to improve monotonic classification
Neurocomputing, Vol. 353, pp. 83-95
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Monotonic classification: An overview on algorithms, performance measures and data sets
Neurocomputing, Vol. 341, pp. 168-182
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Smartdata: Data preprocessing to achieve smart data in R
Neurocomputing, Vol. 360, pp. 1-13
2018
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A first attempt on monotonic training set selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines
Information Fusion, Vol. 44, pp. 78-96
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A practical tutorial on autoencoders for nonlinear feature fusion: taxonomy, models, software and guidelines
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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CommuniMents: A framework for detecting community based sentiments for events
International Journal on Semantic Web and Information Systems, Vol. 13, Núm. 2, pp. 87-108