Noelia Sánchez-Maroño
Noelia Sánchez-Maroño
Associate Professor of Computer Science. University of A Coruña
Verified email at udc.es
TitleCited byYear
A review of feature selection methods on synthetic data
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
Knowledge and information systems 34 (3), 483-519, 2013
3892013
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
3102014
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
1732007
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
1602011
Artificial Intelligence: Foundations, Theory, and Algorithms Feature Selection for High-Dimensional Data
AB Verónica Bolón, M Amparo, CN Sánchez
Springer, 2017
140*2017
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
1312015
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
1162012
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
782015
Data classification using an ensemble of filters
V Bolón-Canedo, N Sánchez-Marono, A Alonso-Betanzos
Neurocomputing 135, 13-20, 2014
592014
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
422014
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
372009
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
242010
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
232016
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
232013
Classification of computer intrusions using functional networks. A comparative study.
A Alonso-Betanzos, N Sánchez-Maroño, FM Carballal-Fortes, ...
ESANN 7, 25-27, 2007
232007
a new wrapper method for feature subset selection.
N Sanchez-Marono, A Alonso-Betanzos, EF Castillo
ESANN, 515-520, 2005
192005
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
182011
A unified pipeline for online feature selection and classification
V Bolon-Canedo, D Fernández-Francos, D Peteiro-Barral, ...
Expert Systems with Applications 55, 532-545, 2016
162016
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
152009
Functional network topology learning and sensitivity analysis based on anova decomposition
E Castillo, N Sánchez-Maroño, A Alonso-Betanzos, C Castillo
Neural computation 19 (1), 231-257, 2007
152007
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Articles 1–20