On support vector machines under a multiple-cost scenario

Cost-sensitive Feature Selection for Support Vector Machines

(2018) S. Benítez-Peña et al.   COMPUTERS & OPERATIONS RESEARCH

Optimization approaches to Supervised Classification

(2017) A. Pedro Duarte Silva   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Cost-based feature selection for Support Vector Machines: An application in credit scoring

(2017) Sebastián Maldonado et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Best subset selection via a modern optimization lens

(2016) Dimitris Bertsimas et al.   ANNALS OF STATISTICS

Study design in high-dimensional classification analysis

(2016) Brisa N. Sánchez et al.   BIOSTATISTICS

A comparative study on large scale kernelized support vector machines

(2016) Daniel Horn et al.   Advances in Data Analysis and Classification

Near-Bayesian Support Vector Machines for imbalanced data classification with equal or unequal misclassification costs

(2015) Shounak Datta et al.   NEURAL NETWORKS

Class imbalance revisited: a new experimental setup to assess the performance of treatment methods

(2014) Ronaldo C. Prati et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Quantitative Structure–Activity Relationship Models for Ready Biodegradability of Chemicals

(2013) Kamel Mansouri et al.   Journal of Chemical Information and Modeling

Another look at linear programming for feature selection via methods of regularization

(2013) Yonggang Yao et al.   STATISTICS AND COMPUTING

Supervised classification and mathematical optimization

(2012) Emilio Carrizosa et al.   COMPUTERS & OPERATIONS RESEARCH

Simultaneous variable selection and class fusion for high-dimensional linear discriminant analysis

(2010) Jian Guo   BIOSTATISTICS

SVMs Modeling for Highly Imbalanced Classification

(2008) Yuchun Tang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

KEEL: a software tool to assess evolutionary algorithms for data mining problems

(2008) J. Alcalá-Fdez et al.   SOFT COMPUTING

Multi-group support vector machines with measurement costs: A biobjective approach

(2007) Emilio Carrizosa et al.   DISCRETE APPLIED MATHEMATICS

An algorithmic framework for convex mixed integer nonlinear programs

(2007) Pierre Bonami et al.   Discrete Optimization