Verónica
Bolón Canedo
Profesora Titular de Universidad
Publicaciones (148) Publicaciones de Verónica Bolón Canedo
2024
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A novel framework for generic Spark workload characterization and similar pattern recognition using machine learning
Journal of Parallel and Distributed Computing, Vol. 189
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A review of green artificial intelligence: Towards a more sustainable future
Neurocomputing, Vol. 599
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CUDA acceleration of MI-based feature selection methods
Journal of Parallel and Distributed Computing, Vol. 190
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Fed-mRMR: A lossless federated feature selection method
Information Sciences, Vol. 669
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Finding a needle in a haystack: insights on feature selection for classification tasks
Journal of Intelligent Information Systems, Vol. 62, Núm. 2, pp. 459-483
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Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Spatial–temporal feature-based End-to-end Fourier network for 3D sign language recognition
Expert Systems with Applications, Vol. 248
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The imbalance problem: A comparison of sampling approaches using different parameters and feature selection methods in the context of classification
Expert Systems, Vol. 41, Núm. 8
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Towards federated feature selection: Logarithmic division for resource-conscious methods
Neurocomputing, Vol. 596
2023
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A Pseudo-Label Guided Hybrid Approach for Unsupervised Domain Adaptation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Data-driven predictive maintenance framework for railway systems
Intelligent Data Analysis, Vol. 27, Núm. 4, pp. 1087-1102
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Do all roads lead to Rome? Studying distance measures in the context of machine learning
Pattern Recognition, Vol. 141
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E2E-FS: An End-to-End Feature Selection Method for Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 45, Núm. 7, pp. 8311-8323
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Feature selection for domain adaptation using complexity measures and swarm intelligence
Neurocomputing, Vol. 548
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Inteligencia artificial: del pasado al futuro
El derecho de marcas y de la competencia ante las tecnologías de vanguardia (Tirant lo Blanch), pp. 15-35
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Machine Learning Methods for Predicting League of Legends Game Outcome
IEEE Transactions on Games, Vol. 15, Núm. 2, pp. 171-181
2022
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Anomaly Detection on Natural Language Processing to Improve Predictions on Tourist Preferences
Electronics (Switzerland), Vol. 11, Núm. 5
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Case Studies to Demonstrate Real-World Applications in Ophthalmic Image Analysis
Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 83-125
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Fast anomaly detection with locality-sensitive hashing and hyperparameter autotuning
Information Sciences, Vol. 607, pp. 1245-1264
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Feature Selection: From the Past to the Future
Learning and Analytics in Intelligent Systems (Springer Nature), pp. 11-34