Soft Margin Bayes-Point-Machine Classification via Adaptive Direction Sampling

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 ◽

Cited By ~ 4

Author(s):

Yukihiro Hamasuna ◽

Yasunori Endo ◽

Sadaaki Miyamoto

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Soft Margin

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Structured soft margin confidence weighted learning for grapheme-to-phoneme conversion

10.21437/interspeech.2014-316 ◽

2014 ◽

Author(s):

Keigo Kubo ◽

Sakriani Sakti ◽

Graham Neubig ◽

Tomoki Toda ◽

Satoshi Nakamura

Keyword(s):

Soft Margin

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Soft margin estimation of Gaussian mixture model parameters for spoken language recognition

2010 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2010.5495079 ◽

2010 ◽

Cited By ~ 1

Author(s):

Donglai Zhu ◽

Bin Ma ◽

Haizhou Li

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Spoken Language ◽

Model Parameters ◽

Language Recognition ◽

Soft Margin

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Feature Selection via Maximizing Neighborhood Soft Margin

Lecture Notes in Computer Science - Advances in Machine Learning ◽

10.1007/978-3-642-05224-8_13 ◽

2009 ◽

pp. 150-161

Author(s):

Qinghua Hu ◽

Xunjian Che ◽

Jinfu Liu

Keyword(s):

Feature Selection ◽

Soft Margin

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Companion Guided Soft Margin for Face Recognition

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-67664-3_30 ◽

2021 ◽

pp. 497-514

Author(s):

Yingcheng Su ◽

Yichao Wu ◽

Zhenmao Li ◽

Qiushan Guo ◽

Ken Chen ◽

...

Keyword(s):

Face Recognition ◽

Soft Margin

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A soft-margin convex polyhedron classifier for nonlinear task with noise tolerance

Applied Intelligence ◽

10.1007/s10489-020-01854-6 ◽

2020 ◽

Vol 51 (1) ◽

pp. 453-466

Author(s):

Qiangkui Leng ◽

Zuowei He ◽

Yuqing Liu ◽

Yuping Qin ◽

Yujian Li

Keyword(s):

Convex Polyhedron ◽

Noise Tolerance ◽

Soft Margin

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A portfolio optimization model for minimizing soft margin-based generalization bound

Journal of Intelligent Manufacturing ◽

10.1007/s10845-014-1011-7 ◽

2014 ◽

Vol 28 (3) ◽

pp. 759-766 ◽

Cited By ~ 1

Author(s):

Minghu Ha ◽

Yang Yang ◽

Chao Wang

Keyword(s):

Portfolio Optimization ◽

Optimization Model ◽

Soft Margin ◽

Portfolio Optimization Model ◽

Generalization Bound

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Approximate Reduction from AUC Maximization to 1-Norm Soft Margin Optimization

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-642-24412-4_26 ◽

2011 ◽

pp. 324-337 ◽

Cited By ~ 2

Author(s):

Daiki Suehiro ◽

Kohei Hatano ◽

Eiji Takimoto

Keyword(s):

Auc Maximization ◽

Soft Margin

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Smoothing Newton Method for L 1 Soft Margin Data Classification Problem

Lecture Notes in Computer Science - Computational Science – ICCS 2009 ◽

10.1007/978-3-642-01973-9_61 ◽

2009 ◽

pp. 543-551

Author(s):

Weibing Chen ◽

Hongxia Yin ◽

Yingjie Tian

Keyword(s):

Newton Method ◽

Data Classification ◽

Classification Problem ◽

Smoothing Newton Method ◽

Soft Margin

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Boosting Soft-Margin SVM with Feature Selection for Pedestrian Detection

Multiple Classifier Systems - Lecture Notes in Computer Science ◽

10.1007/11494683_3 ◽

2005 ◽

pp. 22-31 ◽

Cited By ~ 10

Author(s):

Kenji Nishida ◽

Takio Kurita

Keyword(s):

Feature Selection ◽

Pedestrian Detection ◽

Soft Margin ◽

Selection For

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