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Noelia Sánchez-Maroño
Noelia Sánchez-Maroño
Associate Professor of Computer Science. University of A Coruña
Verified email at udc.es
Title
Cited by
Cited by
Year
A review of feature selection methods on synthetic data
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
Knowledge and information systems 34, 483-519, 2013
9342013
A review of microarray datasets and applied feature selection methods
V Bolón-Canedo, N Sánchez-Marono, A Alonso-Betanzos, JM Benítez, ...
Information sciences 282, 111-135, 2014
7202014
Filter methods for feature selection–a comparative study
N Sánchez-Maroño, A Alonso-Betanzos, M Tombilla-Sanromán
International Conference on Intelligent Data Engineering and Automated …, 2007
5122007
Feature selection for high-dimensional data
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
Progress in Artificial Intelligence 5, 65-75, 2016
4572016
Recent advances and emerging challenges of feature selection in the context of big data
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
Knowledge-based systems 86, 33-45, 2015
3392015
Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset
V Bolon-Canedo, N Sanchez-Marono, A Alonso-Betanzos
Expert Systems with Applications 38 (5), 5947-5957, 2011
2602011
An ensemble of filters and classifiers for microarray data classification
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
Pattern Recognition 45 (1), 531-539, 2012
2212012
Distributed feature selection: An application to microarray data classification
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
Applied soft computing 30, 136-150, 2015
1962015
Data classification using an ensemble of filters
V Bolón-Canedo, N Sánchez-Marono, A Alonso-Betanzos
Neurocomputing 135, 13-20, 2014
1042014
A framework for cost-based feature selection
V Bolón-Canedo, I Porto-Díaz, N Sánchez-Maroño, A Alonso-Betanzos
Pattern Recognition 47 (7), 2481-2489, 2014
1012014
A methodology for improving tear film lipid layer classification
B Remeseiro, V Bolon-Canedo, D Peteiro-Barral, A Alonso-Betanzos, ...
IEEE journal of biomedical and health informatics 18 (4), 1485-1493, 2013
492013
On the scalability of feature selection methods on high-dimensional data
V Bolón-Canedo, D Rego-Fernández, D Peteiro-Barral, ...
Knowledge and Information Systems 56, 395-442, 2018
462018
A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset
V Bolon-Canedo, N Sanchez-Marono, A Alonso-Betanzos
2009 International Joint Conference on Neural Networks, 359-366, 2009
432009
A comparison of performance of K-complex classification methods using feature selection
E Hernández-Pereira, V Bolón-Canedo, N Sánchez-Maroño, ...
Information Sciences 328, 1-14, 2016
422016
On the effectiveness of discretization on gene selection of microarray data
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010
412010
A wrapper method for feature selection in multiple classes datasets
N Sánchez-Maroño, A Alonso-Betanzos, RM Calvo-Estévez
international work-conference on artificial neural networks, 456-463, 2009
372009
Reducing dimensionality in a database of sleep EEG arousals
D Álvarez-Estévez, N Sánchez-Maroño, A Alonso-Betanzos, ...
Expert Systems with Applications 38 (6), 7746-7754, 2011
332011
Classification of computer intrusions using functional networks. A comparative study.
A Alonso-Betanzos, N Sánchez-Maroño, FM Carballal-Fortes, ...
ESANN 7, 25-27, 2007
292007
A review of microarray datasets: where to find them and specific characteristics
A Alonso-Betanzos, V Bolón-Canedo, L Morán-Fernández, ...
Microarray Bioinformatics, 65-85, 2019
262019
Statistical dependence measure for feature selection in microarray datasets.
V Bolón-Canedo, S Seth, N Sánchez-Marono, A Alonso-Betanzos, ...
ESANN, 2011
262011
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