A Soft-Margin Support Vector Machine based on Normal Convex Hulls

International Journal of Advancements in Computing Technology ◽

10.4156/ijact.vol3.issue7.29 ◽

2011 ◽

Vol 3 (7) ◽

pp. 244-254

Author(s):

Hong Peng ◽

Meixiang Luo ◽

Weihang Lv ◽

Linkai Luo

Keyword(s):

Support Vector Machine ◽

Convex Hulls ◽

Support Vector ◽

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Support Vector Machine for data with tolerance based on Hard-margin and Soft-Margin

2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence) ◽

10.1109/fuzzy.2008.4630454 ◽

2008 ◽

Author(s):

Yukihiro Hamasuna ◽

Yasunori Endo ◽

Sadaaki Miyamoto

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

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Dimensionality reduction by soft-margin support vector machine

2017 IEEE International Conference on Agents (ICA) ◽

10.1109/agents.2017.8015324 ◽

2017 ◽

Author(s):

Ruipeng Dong ◽

Hua Meng ◽

Zhiguo Long ◽

Hailiang Zhao

Keyword(s):

Support Vector Machine ◽

Dimensionality Reduction ◽

Support Vector ◽

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Support Vector Machine Classifier via $L_{0/1}$ Soft-Margin Loss

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2021.3092177 ◽

2021 ◽

pp. 1-1

Author(s):

Huajun Wang ◽

Yuanhai Shao ◽

Shenglong Zhou ◽

Ce Zhang ◽

Naihua Xiu

Keyword(s):

Support Vector Machine ◽

Support Vector Machine Classifier ◽

Support Vector ◽

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Robust 1-Norm Soft Margin Smooth Support Vector Machine

Intelligent Data Engineering and Automated Learning – IDEAL 2010 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15381-5_18 ◽

2010 ◽

pp. 145-152 ◽

Author(s):

Li-Jen Chien ◽

Yuh-Jye Lee ◽

Zhi-Peng Kao ◽

Chih-Cheng Chang

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Soft Margin ◽

Smooth Support Vector Machine

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Blind steganalysis method for JPEG steganography combined with the semisupervised learning and soft margin support vector machine

Journal of Electronic Imaging ◽

10.1117/1.jei.24.1.013008 ◽

2015 ◽

Vol 24 (1) ◽

pp. 013008

Author(s):

Yu Dong ◽

Tao Zhang ◽

Ling Xi

Keyword(s):

Support Vector Machine ◽

Semisupervised Learning ◽

Support Vector ◽

Jpeg Steganography ◽

Soft Margin ◽

Blind Steganalysis ◽

Steganalysis Method

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Detection of crack eggs by image processing and soft-margin support vector machine

Journal of Computational Methods in Sciences and Engineering ◽

10.3233/jcm-170767 ◽

2018 ◽

Vol 18 (1) ◽

pp. 21-31 ◽

Author(s):

Lanlan Wu ◽

Qiaohua Wang ◽

Dengfei Jie ◽

Shucai Wang ◽

Zhihui Zhu ◽

...

Keyword(s):

Image Processing ◽

Support Vector Machine ◽

Support Vector ◽

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Interval Regression Analysis with Soft-Margin Reduced Support Vector Machine

Next-Generation Applied Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-642-02568-6_84 ◽

2009 ◽

pp. 826-835 ◽

Author(s):

Chia-Hui Huang ◽

Han-Ying Kao

Keyword(s):

Support Vector Machine ◽

Regression Analysis ◽

Support Vector ◽

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Active Set Iteration Method for New L2 Soft Margin Support Vector Machine

Intelligent Computing in Signal Processing and Pattern Recognition - Lecture Notes in Control and Information Sciences ◽

10.1007/978-3-540-37258-5_73 ◽

2006 ◽

pp. 663-669

Author(s):

Tao Liang ◽

Juan-juan Gu

Keyword(s):

Support Vector Machine ◽

Iteration Method ◽

Support Vector ◽

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Evaluating Factors for Predicting the Life Dissatisfaction of South Korean Elderly using Soft Margin Support Vector Machine based on Communication Frequency, Social Network Health Behavior and Depression

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2019.0100951 ◽

2019 ◽

Vol 10 (9) ◽

Author(s):

Haewon Byeon ◽

Seong-Tae Kim

Keyword(s):

Support Vector Machine ◽

Social Network ◽

Health Behavior ◽

Support Vector ◽

South Korean ◽

Life Dissatisfaction ◽

Soft Margin ◽

Communication Frequency ◽

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Stream-suitable optimization algorithms for some soft-margin support vector machine variants

Japanese Journal of Statistics and Data Science ◽

10.1007/s42081-018-0001-y ◽

2018 ◽

Vol 1 (1) ◽

pp. 81-108 ◽

Author(s):

Hien D. Nguyen ◽

Andrew T. Jones ◽

Geoffrey J. McLachlan

Keyword(s):

Support Vector Machine ◽

Optimization Algorithms ◽

Support Vector ◽

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