A reduced universum twin support vector machine for class imbalance learning

Pattern Recognition ◽

10.1016/j.patcog.2019.107150 ◽

2020 ◽

Vol 102 ◽

pp. 107150 ◽

Author(s):

B. Richhariya ◽

M. Tanveer

Keyword(s):

Support Vector Machine ◽

Class Imbalance ◽

Twin Support Vector Machine ◽

Support Vector ◽

Imbalance Learning ◽

Class Imbalance Learning

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Regularized robust fuzzy least squares twin support vector machine for class imbalance learning

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9207724 ◽

2020 ◽

Author(s):

M. A. Ganaie ◽

M. Tanveer ◽

P. N. Suganthan

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Class Imbalance ◽

Twin Support Vector Machine ◽

Support Vector ◽

Imbalance Learning ◽

Class Imbalance Learning

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A robust fuzzy least squares twin support vector machine for class imbalance learning

Applied Soft Computing ◽

10.1016/j.asoc.2018.07.003 ◽

2018 ◽

Vol 71 ◽

pp. 418-432 ◽

Author(s):

B. Richhariya ◽

M. Tanveer

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Class Imbalance ◽

Twin Support Vector Machine ◽

Support Vector ◽

Imbalance Learning ◽

Class Imbalance Learning

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A fuzzy twin support vector machine based on information entropy for class imbalance learning

Neural Computing and Applications ◽

10.1007/s00521-018-3551-9 ◽

2018 ◽

Vol 31 (11) ◽

pp. 7153-7164 ◽

Author(s):

Deepak Gupta ◽

Bharat Richhariya ◽

Parashjyoti Borah

Keyword(s):

Support Vector Machine ◽

Information Entropy ◽

Class Imbalance ◽

Twin Support Vector Machine ◽

Support Vector ◽

Imbalance Learning ◽

Class Imbalance Learning

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Entropy based fuzzy least squares twin support vector machine for class imbalance learning

Applied Intelligence ◽

10.1007/s10489-018-1204-4 ◽

2018 ◽

Vol 48 (11) ◽

pp. 4212-4231 ◽

Author(s):

Deepak Gupta ◽

Bharat Richhariya

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Class Imbalance ◽

Twin Support Vector Machine ◽

Support Vector ◽

Imbalance Learning ◽

Class Imbalance Learning

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Evaluation of imbalanced datasets using fuzzy support vector machine-class imbalance learning (FSVM-CIL)

2011 International Conference on Recent Trends in Information Technology (ICRTIT) ◽

10.1109/icrtit.2011.5972431 ◽

2011 ◽

Author(s):

B. Lakshmanan ◽

A. Jeril Priscilla ◽

S. Ponni ◽

V. Sankari

Keyword(s):

Support Vector Machine ◽

Class Imbalance ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

Imbalanced Datasets ◽

Imbalance Learning ◽

Class Imbalance Learning

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Class imbalance learning via a fuzzy total margin based support vector machine

Applied Soft Computing ◽

10.1016/j.asoc.2015.02.025 ◽

2015 ◽

Vol 31 ◽

pp. 172-184 ◽

Author(s):

Hong-Liang Dai

Keyword(s):

Support Vector Machine ◽

Class Imbalance ◽

Support Vector ◽

Imbalance Learning ◽

Class Imbalance Learning

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A revisit to the class imbalance learning with linear support vector machine

2014 9th International Conference on Computer Science & Education ◽

10.1109/iccse.2014.6926515 ◽

2014 ◽

Author(s):

Yang Fan ◽

Zheng Kai ◽

Li Qiang

Keyword(s):

Support Vector Machine ◽

Class Imbalance ◽

Support Vector ◽

Linear Support Vector Machine ◽

Imbalance Learning ◽

Class Imbalance Learning

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Least squares support vector machine for class imbalance learning and their applications to fault detection of aircraft engine

Aerospace Science and Technology ◽

10.1016/j.ast.2018.08.042 ◽

2019 ◽

Vol 84 ◽

pp. 56-74 ◽

Author(s):

Peng-Peng Xi ◽

Yong-Ping Zhao ◽

Pei-Xiao Wang ◽

Zhi-Qiang Li ◽

Ying-Ting Pan ◽

...

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Least Squares ◽

Class Imbalance ◽

Aircraft Engine ◽

Support Vector ◽

Imbalance Learning ◽

Class Imbalance Learning

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Fuzzy Possibilistic Support Vector Machines for Class Imbalance Learning

Journal of Convergence Information Technology ◽

10.4156/jcit.vol8.issue3.82 ◽

2013 ◽

Vol 8 (3) ◽

pp. 692-701 ◽

Author(s):

Meng Fanrong ◽

Gao Chunxiao ◽

Liu Bing

Keyword(s):

Support Vector Machines ◽

Class Imbalance ◽

Support Vector ◽

Vector Machines ◽

Imbalance Learning ◽

Class Imbalance Learning

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A new fuzzy support vector machines for class imbalance learning

2011 International Conference on Electrical and Control Engineering ◽

10.1109/iceceng.2011.6056838 ◽

2011 ◽

Author(s):

Hongyan Ma ◽

LiLing Wang ◽

Bo Shen

Keyword(s):

Support Vector Machines ◽

Class Imbalance ◽

Support Vector ◽

Vector Machines ◽

Fuzzy Support Vector Machines ◽

Imbalance Learning ◽

Class Imbalance Learning

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