Optimal arrangements of hyperplanes for SVM-based multiclass classification

Locating hyperplanes to fitting set of points: A general framework

(2018) Víctor Blanco et al.   COMPUTERS & OPERATIONS RESEARCH

High dimensional data classification and feature selection using support vector machines

(2018) Bissan Ghaddar et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Double regularization methods for robust feature selection and SVM classification via DC programming

(2018) Julio López et al.   INFORMATION SCIENCES

Improving multiclass classification by deep networks using DAGSVM and Triplet Loss

(2018) Nakul Agarwal et al.   PATTERN RECOGNITION LETTERS

On support vector machines under a multiple-cost scenario

(2018) Sandra Benítez-Peña et al.   Advances in Data Analysis and Classification

Mixed integer linear programming for feature selection in support vector machine

(2018) Martine Labbé et al.   DISCRETE APPLIED MATHEMATICS

Multi-class classification using kernel density estimation on K-nearest neighbours

(2016) Xiaofeng Tang et al.   ELECTRONICS LETTERS

A comparative study on large scale kernelized support vector machines

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

Semisupervised Multiclass Classification Problems With Scarcity of Labeled Data: A Theoretical Study

(2016) Jonathan Ortigosa-Hernandez et al.   IEEE Transactions on Neural Networks and Learning Systems

Revisiting several problems and algorithms in continuous location with $$\ell _\tau $$ ℓ τ norms

(2014) Victor Blanco et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

Prediction of human breast and colon cancers from imbalanced data using nearest neighbor and support vector machines

(2014) Abdul Majid et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Feature selection for Support Vector Machines via Mixed Integer Linear Programming

(2014) Sebastián Maldonado et al.   INFORMATION SCIENCES

Quantitative credit risk assessment using support vector machines: Broad versus Narrow default definitions

(2013) Terry Harris   EXPERT SYSTEMS WITH APPLICATIONS

A novel piecewise linear classifier based on polyhedral conic and max–min separabilities

(2011) Adil M. Bagirov et al.   Top