Veronica Bolon Canedo
Veronica Bolon Canedo
Assistant Professor, Universidade da Coruña, CITIC
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
4132013
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
3282014
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
1692011
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
1452015
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
1192012
Artificial Intelligence: Foundations, Theory, and Algorithms Feature Selection for High-Dimensional Data
AB Verónica Bolón, M Amparo, CN Sánchez
Springer, 2017
1162017
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
802015
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
752016
Data classification using an ensemble of filters
V Bolón-Canedo, N Sánchez-Marono, A Alonso-Betanzos
Neurocomputing 135, 13-20, 2014
612014
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
532017
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
512017
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
502015
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
432016
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
432014
An information theory-based feature selection framework for big data under apache spark
S Ramírez-Gallego, H Mouriño-Talín, D Martínez-Rego, V Bolón-Canedo, ...
IEEE Transactions on Systems, Man, and Cybernetics: Systems 48 (9), 1441-1453, 2017
412017
Feature selection for high-dimensional data
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
Progress in Artificial Intelligence 5 (2), 65-75, 2016
392016
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
382009
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
292017
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
252016
Multithreaded and spark parallelization of feature selection filters
C Eiras-Franco, V Bolón-Canedo, S Ramos, J González-Domínguez, ...
Journal of Computational Science 17, 609-619, 2016
242016
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