Sebastián Maldonado
Sebastián Maldonado
Facultad de Ingeniería y Ciencias Aplicadas, Universidad de los Andes
Dirección de correo verificada de uandes.cl
TítuloCitado porAño
A wrapper method for feature selection using support vector machines
S Maldonado, R Weber
Information Sciences 179 (13), 2208-2217, 2009
2622009
Simultaneous feature selection and classification using kernel-penalized support vector machines
S Maldonado, R Weber, J Basak
Information Sciences 181 (1), 115-128, 2011
2202011
Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines
S Maldonado, R Weber, F Famili
Information Sciences 286, 228-246, 2014
1422014
Imbalanced data classification using second-order cone programming support vector machines
S Maldonado, J López
Pattern Recognition 47 (5), 2070-2079, 2014
542014
Feature selection for support vector machines via mixed integer linear programming
S Maldonado, J Pérez, R Weber, M Labbé
Information sciences 279, 163-175, 2014
412014
Cost-based feature selection for Support Vector Machines: An application in credit scoring
S Maldonado, J Pérez, C Bravo
European Journal of Operational Research 261 (2), 656-665, 2017
352017
Profit-based feature selection using support vector machines–General framework and an application for customer retention
S Maldonado, Á Flores, T Verbraken, B Baesens, R Weber
Applied Soft Computing 35, 740-748, 2015
312015
Granting and managing loans for micro-entrepreneurs: New developments and practical experiences
C Bravo, S Maldonado, R Weber
European Journal of Operational Research 227 (2), 358-366, 2013
292013
Kernel-penalized SVM for feature selection
S Maldonado, R Weber, J Basak
Information Sciences 181 (1), 115-128, 2011
292011
Kernel penalized k-means: A feature selection method based on kernel k-means
S Maldonado, E Carrizosa, R Weber
Information sciences 322, 150-160, 2015
252015
Advanced conjoint analysis using feature selection via support vector machines
S Maldonado, R Montoya, R Weber
European Journal of Operational Research 241 (2), 564-574, 2015
212015
Robust classification of imbalanced data using one-class and two-class SVM-based multiclassifiers
S Maldonado, C Montecinos
Intelligent Data Analysis 18 (1), 95-112, 2014
212014
Feature selection for support vector regression via kernel penalization
S Maldonado, R Weber
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-7, 2010
212010
Dealing with high-dimensional class-imbalanced datasets: Embedded feature selection for SVM classification
S Maldonado, J López
Applied Soft Computing 67, 94-105, 2018
202018
Modelos de selección de atributos para Support Vector Machines
S Maldonado, R Weber
Revista Ingeniería de Sistemas 26, 49-70, 2012
192012
Integrated framework for profit-based feature selection and SVM classification in credit scoring
S Maldonado, C Bravo, J López, J Pérez
Decision Support Systems 104, 113-121, 2017
172017
Alternative second-order cone programming formulations for support vector classification
S Maldonado, J López
Information Sciences 268, 328-341, 2014
172014
SVM-based feature selection and classification for email filtering
S Maldonado, G L’Huillier
Pattern recognition-applications and methods, 135-148, 2013
162013
A second-order cone programming formulation for twin support vector machines
S Maldonado, J López, M Carrasco
Applied Intelligence 45 (2), 265-276, 2016
152016
Multi-class second-order cone programming support vector machines
J López, S Maldonado
Information Sciences 330, 328-341, 2016
132016
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