A proximal quadratic surface support vector machine for semi-supervised binary classification
type: Item
instance of: scholarly article
title: A proximal quadratic surface support vector machine for semi-supervised binary classification
zbMATH Open document ID: 1402.68158
author: Xin Yan
author: Shu-Cherng Fang
author: Jian Luo
author: Yanqin Bai
published in: Soft Computing
publication date: 2018-11-27T00:00:00Z
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 68T37
zbMATH DE Number: 6985149
zbMATH Keywords: semi-supervised classification
zbMATH Keywords: proximal support vector machine
zbMATH Keywords: kernel-free
zbMATH Keywords: quadratic surface
zbMATH Keywords: alternating direction method
describes a project that uses: CVX
MaRDI profile type: Publication
full work available at URL: s00500-017-2751-z
OpenAlex ID: W2743658251
cites work: Semisupervised spherical separation
cites work: Support vector machine polyhedral separability in semisupervised learning
cites work: Conic relaxations for semi-supervised support vector machines
cites work: Q4906116
cites work: New SDP models for protein homology detection with semi-supervised SVM
cites work: Q3174044
cites work: Q3096107
cites work: Q3093412
cites work: Quadratic kernel-free non linear support vector machine
cites work: Multicategory proximal support vector machine classifiers
cites work: Navigating in a Graph by Aid of Its Spanning Tree Metric
cites work: Q5396635
cites work: Laplacian twin support vector machine for semi-supervised classification
cites work: A modified alternating direction method for convex quadratically constrained quadratic semidefinite programs
cites work: A Convergent 3-Block SemiProximal Alternating Direction Method of Multipliers for Conic Programming with 4-Type Constraints
cites work: A new branch-and-bound approach to semi-supervised support vector machine
cites work: Alternating direction augmented Lagrangian methods for semidefinite programming
DOI: 10.1007/S00500-017-2751-Z
description: scientific article; zbMATH DE number 6985149