Laura
Morán Fernández
Profesora Ayudante Doctora
Verónica
Bolón Canedo
Profesora Titular de Universidad
Publicaciones en las que colabora con Verónica Bolón Canedo (31)
2024
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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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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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Towards federated feature selection: Logarithmic division for resource-conscious methods
Neurocomputing, Vol. 596
2023
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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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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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Feature Selection: From the Past to the Future
Learning and Analytics in Intelligent Systems (Springer Nature), pp. 11-34
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How important is data quality? Best classifiers vs best features
Neurocomputing, Vol. 470, pp. 365-375
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Less is more: Low-precision feature selection for wearables
Proceedings of the International Joint Conference on Neural Networks
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Low-precision feature selection on microarray data: an information theoretic approach
Medical and Biological Engineering and Computing, Vol. 60, Núm. 5, pp. 1333-1345
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Reduced precision discretization based on information theory
Procedia Computer Science
2021
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Dimensionality Reduction: Is Feature Selection More Effective Than Random Selection?
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020
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Do we need hundreds of classifiers or a good feature selection?
ESANN 2020 - Proceedings, 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
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Feature selection with limited bit depth mutual information for portable embedded systems
Knowledge-Based Systems, Vol. 197
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When Size Matters: Markov Blanket with Limited Bit Depth Conditional Mutual Information
Communications in Computer and Information Science
2019
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A Review of Microarray Datasets: Where to Find Them and Specific Characteristics
Methods in Molecular Biology (Humana Press Inc.), pp. 65-85
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Distributed classification based on distances between probability distributions in feature space
Information Sciences, Vol. 496, pp. 431-450
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Feature Selection Applied to Microarray Data
Methods in Molecular Biology (Humana Press Inc.), pp. 123-152