Efficient sparse least squares support vector machines for pattern classification

2012 9th International Conference on Fuzzy Systems and Knowledge Discovery ◽

10.1109/fskd.2012.6234016 ◽

2012 ◽

Author(s):

Yingjie Tian ◽

Xuchan Ju ◽

Zhiquan Qi ◽

Yong Shi

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Pattern Classification ◽

Support Vector ◽

Vector Machines

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Subspace based least squares support vector machines for pattern classification

2009 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2009.5178763 ◽

2009 ◽

Author(s):

Takuya Kitamura ◽

Shigeo Abe ◽

Kazuhiro Fukui

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Pattern Classification ◽

Support Vector ◽

Vector Machines

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Least squares twin support vector machines for pattern classification

Expert Systems with Applications ◽

10.1016/j.eswa.2008.09.066 ◽

2009 ◽

Vol 36 (4) ◽

pp. 7535-7543 ◽

Author(s):

M. Arun Kumar ◽

M. Gopal

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Pattern Classification ◽

Support Vector ◽

Twin Support Vector Machines ◽

Vector Machines

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A KIND OF FUZZY LEAST SQUARES SUPPORT VECTOR MACHINES FOR PATTERN CLASSIFICATION

Applied Computational Intelligence ◽

10.1142/9789812702661_0059 ◽

2004 ◽

Author(s):

SHUWEI CHEN ◽

YANG XU

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Pattern Classification ◽

Support Vector ◽

Vector Machines

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Efficient sparse least squares support vector machines for pattern classification

Computers & Mathematics with Applications ◽

10.1016/j.camwa.2013.06.028 ◽

2013 ◽

Vol 66 (10) ◽

pp. 1935-1947 ◽

Author(s):

Yingjie Tian ◽

Xuchan Ju ◽

Zhiquan Qi ◽

Yong Shi

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Pattern Classification ◽

Support Vector ◽

Vector Machines

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Weighted least squares twin support vector machines for pattern classification

2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE) ◽

10.1109/iccae.2010.5451483 ◽

2010 ◽

Author(s):

Jing Chen ◽

Guangrong Ji

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Pattern Classification ◽

Weighted Least Squares ◽

Support Vector ◽

Twin Support Vector Machines ◽

Vector Machines

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A Novel Hyperspectral Unmixing Method based on Least Squares Twin Support Vector Machines

European Journal of Remote Sensing ◽

10.1080/22797254.2021.1877572 ◽

2021 ◽

Vol 54 (1) ◽

pp. 72-85

Author(s):

Liguo Wang ◽

San Wang ◽

Xiuping Jia ◽

Tianyi Bi

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Twin Support Vector Machines ◽

Hyperspectral Unmixing ◽

Vector Machines

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On-line of modeling ship manoeuvring motion by using least squares support vector machines

2011 IEEE 18th International Conference on Industrial Engineering and Engineering Management ◽

10.1109/icieem.2011.6035492 ◽

2011 ◽

Author(s):

Yan Wang ◽

Hao Meng ◽

Zhi-lin Liu ◽

Rui-ting Yu

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Ship Manoeuvring ◽

Vector Machines ◽

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Offline modeling of nonlinear systems based on least squares support vector machines

2009 International Conference on Computer Engineering & Systems ◽

10.1109/icces.2009.5383287 ◽

2009 ◽

Author(s):

M. El Bardini ◽

H. M. Khalil ◽

N. El Rabie ◽

M. Sharaf

Keyword(s):

Support Vector Machines ◽

Nonlinear Systems ◽

Least Squares ◽

Support Vector ◽

Vector Machines

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Multiclass Least Squares Wavelet Support Vector Machines

2008 IEEE International Conference on Networking, Sensing and Control ◽

10.1109/icnsc.2008.4525268 ◽

2008 ◽

Author(s):

Yongzhong Xing ◽

Xiaobei Wu ◽

Zhiliang Xu

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Vector Machines

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New predictive control algorithms based on Least Squares Support Vector Machines

Journal of Zhejiang University SCIENCE A ◽

10.1631/jzus.2005.a0440 ◽

2005 ◽

Vol 6 (5) ◽

pp. 440-446 ◽

Author(s):

Liu Bin ◽

Su Hong-ye ◽

Chu Jian

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Predictive Control ◽

Control Algorithms ◽

Support Vector ◽

Vector Machines

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