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Sebastián Maldonado
Sebastián Maldonado
Department of Management Control and Information Systems, School of Economics and Business
Geverifieerd e-mailadres voor fen.uchile.cl - Homepage
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A wrapper method for feature selection using support vector machines
S Maldonado, R Weber
Information Sciences 179 (13), 2208-2217, 2009
4432009
Simultaneous feature selection and classification using kernel-penalized support vector machines
S Maldonado, R Weber, J Basak
Information Sciences 181 (1), 115-128, 2011
2912011
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
2852014
Dealing with high-dimensional class-imbalanced datasets: Embedded feature selection for SVM classification
S Maldonado, J López
Applied Soft Computing 67, 94-105, 2018
1432018
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
1122017
An alternative SMOTE oversampling strategy for high-dimensional datasets
S Maldonado, J López, C Vairetti
Applied Soft Computing 76, 380-389, 2019
912019
Imbalanced data classification using second-order cone programming support vector machines
S Maldonado, J López
Pattern Recognition 47 (5), 2070-2079, 2014
862014
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
842014
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
802017
Credit scoring using three-way decisions with probabilistic rough sets
S Maldonado, G Peters, R Weber
Information Sciences 507, 700-714, 2020
702020
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
642015
Automatic time series analysis for electric load forecasting via support vector regression
S Maldonado, A González, S Crone
Applied Soft Computing 83, 105616, 2019
622019
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
512013
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
422015
Hierarchical time series forecasting via support vector regression in the European travel retail industry
JP Karmy, S Maldonado
Expert Systems with Applications 137, 59-73, 2019
412019
Uplift Modeling for preventing student dropout in higher education
D Olaya, J Vásquez, S Maldonado, J Miranda, W Verbeke
Decision Support Systems 134, 113320, 2020
382020
Redefining support vector machines with the ordered weighted average
S Maldonado, J Merigó, J Miranda
Knowledge-Based Systems 148, 41-46, 2018
372018
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
362015
Kernel-penalized SVM for feature selection
S Maldonado, R Weber, J Basak
Information Sciences 181 (1), 115-128, 2011
342011
Analytics meets port logistics: A decision support system for container stacking operations
S Maldonado, RG González-Ramírez, F Quijada, A Ramírez-Nafarrate
Decision Support Systems 121, 84-93, 2019
322019
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