Stochastic Optimization Algorithms for Support Vector Machines Classification

Informatica ◽

10.15388/informatica.2009.244 ◽

2009 ◽

Vol 20 (2) ◽

pp. 173-186

Author(s):

Vaida Bartkutė-Norkūnienė

Keyword(s):

Support Vector Machines ◽

Stochastic Optimization ◽

Optimization Algorithms ◽

Support Vector ◽

Vector Machines ◽

Stochastic Optimization Algorithms

Download Full-text

Stochastic optimization for learning Non-Convex Linear Support Vector Machines

2012 IEEE International Conference on Intelligent Control, Automatic Detection and High-End Equipment ◽

10.1109/icade.2012.6330094 ◽

2012 ◽

Author(s):

Jifei Chen ◽

Jiabao Wang ◽

Yafei Zhang ◽

Jianjiang Lu ◽

Yang Li

Keyword(s):

Support Vector Machines ◽

Stochastic Optimization ◽

Support Vector ◽

Vector Machines

Download Full-text

On Stochastic Optimization and Statistical Learning in Reproducing Kernel Hilbert Spaces by Support Vector Machines (SVM)

Informatica ◽

10.15388/informatica.2009.250 ◽

2009 ◽

Vol 20 (2) ◽

pp. 273-292 ◽

Author(s):

Vladimir Norkin ◽

Michiel Keyzer

Keyword(s):

Support Vector Machines ◽

Stochastic Optimization ◽

Statistical Learning ◽

Hilbert Spaces ◽

Reproducing Kernel ◽

Reproducing Kernel Hilbert Spaces ◽

Support Vector ◽

Vector Machines ◽

Kernel Hilbert Spaces

Download Full-text

Model selection for support-vector machines through metaheuristic optimization algorithms

Thirteenth International Conference on Machine Vision ◽

10.1117/12.2587439 ◽

2021 ◽

Author(s):

Oumeima Ghnimi ◽

Sofiane Kharbech ◽

Akram Belazi ◽

Ammar Bouallegue

Keyword(s):

Support Vector Machines ◽

Model Selection ◽

Optimization Algorithms ◽

Support Vector ◽

Metaheuristic Optimization ◽

Vector Machines ◽

Selection For ◽

Metaheuristic Optimization Algorithms

Download Full-text

Phishing website detection using support vector machines and nature-inspired optimization algorithms

Telecommunication Systems ◽

10.1007/s11235-020-00739-w ◽

2020 ◽

Author(s):

Sagnik Anupam ◽

Arpan Kumar Kar

Keyword(s):

Support Vector Machines ◽

Optimization Algorithms ◽

Support Vector ◽

Vector Machines

Download Full-text

The coordinate descent method with stochastic optimization for linear support vector machines

Neural Computing and Applications ◽

10.1007/s00521-012-1139-3 ◽

2012 ◽

Vol 22 (7-8) ◽

pp. 1261-1266 ◽

Author(s):

Tianyou Zheng ◽

Xun Liang ◽

Run Cao

Keyword(s):

Support Vector Machines ◽

Stochastic Optimization ◽

Descent Method ◽

Coordinate Descent ◽

Support Vector ◽

Coordinate Descent Method ◽

Vector Machines

Download Full-text

A stochastic optimization approach for parameter tuning of support vector machines

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. ◽

10.1109/icpr.2004.1333843 ◽

2004 ◽

Author(s):

F. Imbault ◽

K. Lebart

Keyword(s):

Support Vector Machines ◽

Stochastic Optimization ◽

Parameter Tuning ◽

Support Vector ◽

Optimization Approach ◽

Vector Machines

Download Full-text

Designing Stochastic Optimization Algorithms for Real-world Applications

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.132.2 ◽

2012 ◽

Vol 132 (1) ◽

pp. 2-5

Author(s):

Hiroshi Someya ◽

Hisashi Handa ◽

Seiichi Koakutsu

Keyword(s):

Stochastic Optimization ◽

Optimization Algorithms ◽

Real World Applications ◽

Stochastic Optimization Algorithms

Download Full-text

Learning to Generate Optimized Term Weighting for Web Documents Classification - A Parallel Mimetic Approach Based on Support Vector Machines

International Review on Computers and Software (IRECOS) ◽

10.15866/irecos.v11i12.10964 ◽

2016 ◽

Vol 11 (12) ◽

pp. 1147

Author(s):

Abderrahmane Bendahmane ◽

Abdelkader Benyettou

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Term Weighting ◽

Web Documents ◽

Vector Machines

Download Full-text

Application of nonlinear feature extraction and least square support vector machines for fault diagnosis of chemical process

Journal of Computer Applications ◽

10.3724/sp.j.1087.2010.00236 ◽

2010 ◽

Vol 30 (1) ◽

pp. 236-239 ◽

Author(s):

Liang XU

Keyword(s):

Feature Extraction ◽

Fault Diagnosis ◽

Support Vector Machines ◽

Chemical Process ◽

Least Square ◽

Support Vector ◽

Vector Machines ◽

Nonlinear Feature Extraction ◽

Nonlinear Feature

Download Full-text

Combining Market and Accounting-Based Models for Credit Scoring Using a Classification Scheme Based on Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.2156220 ◽

2012 ◽

Author(s):

Dimitrios Niklis ◽

Michael Doumpos ◽

C. Zopounidis

Keyword(s):

Support Vector Machines ◽

Classification Scheme ◽

Credit Scoring ◽

Support Vector ◽

Vector Machines

Download Full-text