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List of works by Verónica Bolón Canedo

A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset

scientific article published in June 2009

A methodology for improving tear film lipid layer classification.

scientific article published in July 2014

A review of feature selection methods on synthetic data

article

A study of performance on microarray data sets for a classifier based on information theoretic learning

scientific article published on 12 June 2011

Biases in feature selection with missing data

scientific article published in February 2019

Distributed classification based on distances between probability distributions in feature space

scientific article published in December 2018

Ensembles for feature selection: A review and future trends

scientific article published in December 2019

Insights into distributed feature ranking

Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test

scientific article published in November 2012

Local Modeling Classifier for Microarray Gene-Expression Data

scientific article published in 2010

Multiclass classifiers vs multiple binary classifiers using filters for feature selection

scientific article published in July 2010

On the behavior of feature selection methods dealing with noise and relevance over synthetic scenarios

scientific article published in July 2011

On the effectiveness of discretization on gene selection of microarray data

article

Scalability Analysis of ANN Training Algorithms with Feature Selection

scientific article published in 2011

Toward an ensemble of filters for classification

scientific article published in November 2011

Up-to-Date Feature Selection Methods for Scalable and Efficient Machine Learning

scholarly article

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