Publicaciones (145) Publicaciones de Verónica Bolón Canedo

2024

  1. A novel framework for generic Spark workload characterization and similar pattern recognition using machine learning

    Journal of Parallel and Distributed Computing, Vol. 189

  2. CUDA acceleration of MI-based feature selection methods

    Journal of Parallel and Distributed Computing, Vol. 190

  3. Fed-mRMR: A lossless federated feature selection method

    Information Sciences, Vol. 669

  4. Spatial–temporal feature-based End-to-end Fourier network for 3D sign language recognition

    Expert Systems with Applications, Vol. 248

  5. The imbalance problem: A comparison of sampling approaches using different parameters and feature selection methods in the context of classification

    Expert Systems

2023

  1. 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)

  2. Data-driven predictive maintenance framework for railway systems

    Intelligent Data Analysis, Vol. 27, Núm. 4, pp. 1087-1102

  3. Do all roads lead to Rome? Studying distance measures in the context of machine learning

    Pattern Recognition, Vol. 141

  4. 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

  5. Feature selection for domain adaptation using complexity measures and swarm intelligence

    Neurocomputing, Vol. 548

  6. Finding a needle in a haystack: insights on feature selection for classification tasks

    Journal of Intelligent Information Systems

  7. 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

  8. Machine Learning Methods for Predicting League of Legends Game Outcome

    IEEE Transactions on Games, Vol. 15, Núm. 2, pp. 171-181

2022

  1. Anomaly Detection on Natural Language Processing to Improve Predictions on Tourist Preferences

    Electronics (Switzerland), Vol. 11, Núm. 5

  2. 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

  3. Fast anomaly detection with locality-sensitive hashing and hyperparameter autotuning

    Information Sciences, Vol. 607, pp. 1245-1264

  4. Feature Selection: From the Past to the Future

    Learning and Analytics in Intelligent Systems (Springer Nature), pp. 11-34

  5. How important is data quality? Best classifiers vs best features

    Neurocomputing, Vol. 470, pp. 365-375

  6. Less is more: Low-precision feature selection for wearables

    Proceedings of the International Joint Conference on Neural Networks

  7. Low-precision feature selection on microarray data: an information theoretic approach

    Medical and Biological Engineering and Computing, Vol. 60, Núm. 5, pp. 1333-1345