MACHINE LEARNING GROUP
MLGroup
Verónica
Bolón-Canedo
Publicaciones en las que colabora con Verónica Bolón-Canedo (17)
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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Do all roads lead to Rome? Studying distance measures in the context of machine learning
Pattern Recognition, Vol. 141
2022
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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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When the best reviews are not placed between extremes
Proceedings of the International Joint Conference on Neural Networks
2020
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Feature selection in image analysis: a survey
Artificial Intelligence Review, Vol. 53, Núm. 4, pp. 2905-2931
2019
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A review of feature selection methods in medical applications
Computers in Biology and Medicine, Vol. 112
2018
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Análisis de algoritmos de cuantificación basados en ajuste de distribuciones
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
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Feature Selection for Big Visual Data: Overview and Challenges
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017
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Algorithmic challenges in big data analytics
ESANN 2017 - Proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
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Paving the way for providing teaching feedback in automatic evaluation of open response assignments
Proceedings of the International Joint Conference on Neural Networks
2016
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Machine learning for medical applications
ESANN 2016 - 24th European Symposium on Artificial Neural Networks
2015
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Learning features on tear film lipid layer classification
23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015 - Proceedings
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Real-time tear film classification through cost-based feature selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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WikinformáticA: visibilización del papel de la mujer en las nuevas tecnologías y promoción de la ingeniería en informática entre las estudiantes de secundaria
Actas del simposio-taller sobre estrategias y herramientas para el aprendizaje y la evaluación: JENUI 2015 : Andorra La Vella, 7 de julio de 2015
2014
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A methodology for improving tear film lipid layer classification
IEEE Journal of Biomedical and Health Informatics, Vol. 18, Núm. 4, pp. 1485-1493
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MC-ReliefF: An extension of ReliefF for cost-based feature selection
ICAART 2014 - Proceedings of the 6th International Conference on Agents and Artificial Intelligence
2012
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Interferential tear film lipid layer classification: An automatic dry eye test
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI