Weighted linear loss twin support vector machine for large-scale classification

Knowledge-Based Systems ◽

10.1016/j.knosys.2014.10.011 ◽

2015 ◽

Vol 73 ◽

pp. 276-288 ◽

Author(s):

Yuan-Hai Shao ◽

Wei-Jie Chen ◽

Zhen Wang ◽

Chun-Na Li ◽

Nai-Yang Deng

Keyword(s):

Support Vector Machine ◽

Large Scale ◽

Twin Support Vector Machine ◽

Support Vector ◽

Linear Loss ◽

Scale Classification

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Weighted Linear Loss Support Vector Machine for Large Scale Problems

Procedia Computer Science ◽

10.1016/j.procs.2014.05.311 ◽

2014 ◽

Vol 31 ◽

pp. 639-647 ◽

Author(s):

Yuan-Hai Shao ◽

Zhen Wang ◽

Zhi-Min Yang ◽

Nai-Yang Deng

Keyword(s):

Support Vector Machine ◽

Large Scale ◽

Support Vector ◽

Large Scale Problems ◽

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Nonlinear Proximal Support Vector Machine Classifiers Aiming At Large Scale Classification Problems

Proceedings of the 11th Joint Conference on Information Sciences (JCIS) ◽

10.2991/jcis.2008.106 ◽

2008 ◽

Author(s):

Xiaoming Xu ◽

Ning Ye ◽

Qiaolin Ye

Keyword(s):

Support Vector Machine ◽

Large Scale ◽

Support Vector ◽

Classification Problems ◽

Proximal Support Vector Machine ◽

Scale Classification

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Weighted Linear Loss Projection Twin Support Vector Machine for Pattern Classification

IEEE Access ◽

10.1109/access.2019.2914022 ◽

2019 ◽

Vol 7 ◽

pp. 57349-57360 ◽

Author(s):

Sugen Chen ◽

Junfeng Cao ◽

Zhong Huang

Keyword(s):

Support Vector Machine ◽

Pattern Classification ◽

Twin Support Vector Machine ◽

Support Vector ◽

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Robust weighted linear loss twin multi-class support vector regression for large-scale classification

Signal Processing ◽

10.1016/j.sigpro.2019.107449 ◽

2020 ◽

Vol 170 ◽

pp. 107449

Author(s):

Wenwen Qiang ◽

Jinxin Zhang ◽

Ling Zhen ◽

Ling Jing

Keyword(s):

Support Vector Regression ◽

Large Scale ◽

Support Vector ◽

Linear Loss ◽

Scale Classification

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Large Scale Classification with Support Vector Machine Algorithms

Sixth International Conference on Machine Learning and Applications (ICMLA 2007) ◽

10.1109/icmla.2007.25 ◽

2007 ◽

Author(s):

Thanh-Nghi Do ◽

Jean-Daniel Fekete

Keyword(s):

Support Vector Machine ◽

Large Scale ◽

Support Vector ◽

Scale Classification

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LINEX Support Vector Machine for Large-Scale Classification

IEEE Access ◽

10.1109/access.2019.2919185 ◽

2019 ◽

Vol 7 ◽

pp. 70319-70331 ◽

Author(s):

Yue Ma ◽

Qin Zhang ◽

Dewei Li ◽

Yingjie Tian

Keyword(s):

Support Vector Machine ◽

Large Scale ◽

Support Vector ◽

Scale Classification

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Large-Scale Classification by an Approximate Least Squares One-Class Support Vector Machine Ensemble

2015 IEEE Trustcom/BigDataSE/ISPA ◽

10.1109/trustcom.2015.555 ◽

2015 ◽

Author(s):

Vasileios Mygdalis ◽

Iosifidis Alexandros ◽

Anastasios Tefas ◽

Ioannis Pitas

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Large Scale ◽

Support Vector ◽

Scale Classification

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Stochastic Conjugate Gradient Descent Twin Support Vector Machine for Large Scale Pattern Classification

AI 2018: Advances in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-030-03991-2_54 ◽

2018 ◽

pp. 590-602

Author(s):

Sweta Sharma ◽

Reshma Rastogi

Keyword(s):

Support Vector Machine ◽

Pattern Classification ◽

Conjugate Gradient ◽

Gradient Descent ◽

Large Scale ◽

Twin Support Vector Machine ◽

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Automated Diagnosis system for detection of the pathological brain using Fast version of Simplified Pulse-Coupled Neural Network and Twin Support Vector Machine

Multimedia Tools and Applications ◽

10.1007/s11042-021-10937-6 ◽

2021 ◽

Author(s):

Ravi Shanker ◽

Mahua Bhattacharya

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Twin Support Vector Machine ◽

Support Vector ◽

Automated Diagnosis ◽

Diagnosis System ◽

Pulse Coupled Neural Network

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Robust truncated L$$_2$$-norm twin support vector machine

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-021-01368-8 ◽

2021 ◽

Author(s):

Linxi Yang ◽

Guoquan Li ◽

Zhiyou Wu ◽

Changzhi Wu

Keyword(s):

Support Vector Machine ◽

Twin Support Vector Machine ◽

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