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Veronica Bolon-Canedo
Veronica Bolon-Canedo
Associate Professor, Universidade da Coruña, CITIC
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 (3), 483-519, 2013
7252013
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
5772014
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
2762015
Ensembles for feature selection: A review and future trends
V Bolón-Canedo, A Alonso-Betanzos
Information Fusion 52, 1-12, 2019
2542019
A review of feature selection methods in medical applications
B Remeseiro, V Bolon-Canedo
Computers in biology and medicine 112, 103375, 2019
2322019
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
2262011
Artificial Intelligence: Foundations, Theory, and Algorithms Feature Selection for High-Dimensional Data
AB Verónica Bolón, M Amparo, CN Sánchez
Springer, 2017
219*2017
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
1822012
Ensemble feature selection: homogeneous and heterogeneous approaches
B Seijo-Pardo, I Porto-Díaz, V Bolón-Canedo, A Alonso-Betanzos
Knowledge-Based Systems 118, 124-139, 2017
1752017
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
1622015
Data discretization: taxonomy and big data challenge
S Ramírez‐Gallego, S García, H Mouriño‐Talín, D Martínez‐Rego, ...
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 6 (1), 5-21, 2016
1392016
Feature selection for high-dimensional data
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
Progress in Artificial Intelligence 5 (2), 65-75, 2016
1232016
Fast‐mRMR: Fast minimum redundancy maximum relevance algorithm for high‐dimensional big data
S Ramírez‐Gallego, I Lastra, D Martínez‐Rego, V Bolón‐Canedo, ...
International Journal of Intelligent Systems 32 (2), 134-152, 2017
1212017
Computer-based image analysis for plus disease diagnosis in retinopathy of prematurity: performance of the “i-ROP” system and image features associated with expert diagnosis
E Ataer-Cansizoglu, V Bolon-Canedo, JP Campbell, A Bozkurt, ...
Translational vision science & technology 4 (6), 5-5, 2015
962015
Data classification using an ensemble of filters
V Bolón-Canedo, N Sánchez-Marono, A Alonso-Betanzos
Neurocomputing 135, 13-20, 2014
922014
An information theory-based feature selection framework for big data under apache spark
S Ramírez-Gallego, H Mouriño-Talín, D Martinez-Rego, V Bolón-Canedo, ...
IEEE Transactions on Systems, Man, and Cybernetics: Systems 48 (9), 1441-1453, 2017
892017
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
872014
Expert diagnosis of plus disease in retinopathy of prematurity from computer-based image analysis
JP Campbell, E Ataer-Cansizoglu, V Bolon-Canedo, A Bozkurt, ...
JAMA ophthalmology 134 (6), 651-657, 2016
792016
On developing an automatic threshold applied to feature selection ensembles
B Seijo-Pardo, V Bolón-Canedo, A Alonso-Betanzos
Information Fusion 45, 227-245, 2019
582019
Centralized vs. distributed feature selection methods based on data complexity measures
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
Knowledge-Based Systems 117, 27-45, 2017
582017
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