María Amparo
Alonso Betanzos
Catedrática de Universidad
Borja
Seijo Pardo
Publicaciones en las que colabora con Borja Seijo Pardo (10)
2019
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Biases in feature selection with missing data
Neurocomputing, Vol. 342, pp. 97-112
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Feature Selection Applied to Microarray Data
Methods in Molecular Biology (Humana Press Inc.), pp. 123-152
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On developing an automatic threshold applied to feature selection ensembles
Information Fusion, Vol. 45, pp. 227-245
2018
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Analysis of imputation bias for feature selection with missing data
ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
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Preprocessing in High Dimensional Datasets
Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 247-271
2017
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Ensemble feature selection: Homogeneous and heterogeneous approaches
Knowledge-Based Systems, Vol. 118, pp. 124-139
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Testing Different Ensemble Configurations for Feature Selection
Neural Processing Letters, Vol. 46, Núm. 3, pp. 857-880
2016
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Using a feature selection ensemble on DNA microarray datasets
ESANN 2016 - 24th European Symposium on Artificial Neural Networks
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Using data complexity measures for thresholding in feature selection rankers
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015
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Ensemble feature selection for rankings of features
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)