Publications by the researcher in collaboration with Borja Seijo Pardo (10)

2019

  1. Biases in feature selection with missing data

    Neurocomputing, Vol. 342, pp. 97-112

  2. Feature Selection Applied to Microarray Data

    Methods in Molecular Biology (Humana Press Inc.), pp. 123-152

  3. On developing an automatic threshold applied to feature selection ensembles

    Information Fusion, Vol. 45, pp. 227-245

2018

  1. Analysis of imputation bias for feature selection with missing data

    ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

  2. Preprocessing in High Dimensional Datasets

    Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 247-271

2017

  1. Ensemble feature selection: Homogeneous and heterogeneous approaches

    Knowledge-Based Systems, Vol. 118, pp. 124-139

  2. Testing Different Ensemble Configurations for Feature Selection

    Neural Processing Letters, Vol. 46, Núm. 3, pp. 857-880

2016

  1. Using a feature selection ensemble on DNA microarray datasets

    ESANN 2016 - 24th European Symposium on Artificial Neural Networks

  2. 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

  1. Ensemble feature selection for rankings of features

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)