A second-order cone programming formulation for twin support vector machines

Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines

(2014) Sebastián Maldonado et al.   INFORMATION SCIENCES

Alternative second-order cone programming formulations for support vector classification

(2014) Sebastián Maldonado et al.   INFORMATION SCIENCES

A novel feature selection method for twin support vector machine

(2014) Lan Bai et al.   KNOWLEDGE-BASED SYSTEMS

Support vector machine under uncertainty: An application for hydroacoustic classification of fish-schools in Chile

(2013) Paul Bosch et al.   EXPERT SYSTEMS WITH APPLICATIONS

Nonparallel hyperplane support vector machine for binary classification problems

(2013) Yuan-Hai Shao et al.   INFORMATION SCIENCES

Imbalanced data classification using second-order cone programming support vector machines

(2013) Sebastián Maldonado et al.   PATTERN RECOGNITION

Robust twin support vector machine for pattern classification

(2012) Zhiquan Qi et al.   PATTERN RECOGNITION

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Improvements on Twin Support Vector Machines

(2011) Yuan-Hai Shao et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Building sparse twin support vector machine classifiers in primal space

(2011) Xinjun Peng   INFORMATION SCIENCES

Support vector machine classification with noisy data: a second order cone programming approach

(2010) Theodore B. Trafalis et al.   INTERNATIONAL JOURNAL OF GENERAL SYSTEMS

Interior proximal algorithm with variable metric for second-order cone programming: applications to structural optimization and support vector machines

(2010) Felipe Alvarez et al.   OPTIMIZATION METHODS & SOFTWARE

The incremental learning algorithm with support vector machine based on hyperplane-distance

(2009) Cunhe Li et al.   APPLIED INTELLIGENCE