JOURNAL ARTICLE

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

Sebastián MaldonadoJulio López

Year: 2013 Journal:   Pattern Recognition Vol: 47 (5)Pages: 2070-2079   Publisher: Elsevier BV
Keywords:
Support vector machine Margin (machine learning) Computer science Artificial intelligence Maximization Structured support vector machine Hinge loss Linear programming Pattern recognition (psychology) Second-order cone programming Machine learning Mathematics Mathematical optimization Algorithm Convex optimization Regular polygon

Metrics

84
Cited By
10.85
FWCI (Field Weighted Citation Impact)
45
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Imbalanced Data Classification Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Face and Expression Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Electricity Theft Detection Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

Related Documents

JOURNAL ARTICLE

Multi-class second-order cone programming support vector machines

Julio LópezSebastián Maldonado

Journal:   Information Sciences Year: 2015 Vol: 330 Pages: 328-341
JOURNAL ARTICLE

Robust feature selection for multiclass Support Vector Machines using second-order cone programming

Julio LópezSebastián Maldonado

Journal:   Intelligent Data Analysis Year: 2015 Vol: 19 (s1)Pages: S117-S133
JOURNAL ARTICLE

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

Sebastián MaldonadoJulio LópezMiguel Carrasco

Journal:   Applied Intelligence Year: 2016 Vol: 45 (2)Pages: 265-276
© 2026 ScienceGate Book Chapters — All rights reserved.