A new rule extraction approach from Support Vector Machines

2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) ◽

10.1109/fskd.2011.6019744 ◽

2011 ◽

Author(s):

Si Xiao Yang ◽

Ying Jie Tian

Keyword(s):

Support Vector Machines ◽

Rule Extraction ◽

Support Vector ◽

Vector Machines

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Rule Extraction from Neural Networks and Support Vector Machines for Credit Scoring

Intelligent Systems Reference Library - Data Mining: Foundations and Intelligent Paradigms ◽

10.1007/978-3-642-23151-3_13 ◽

2012 ◽

pp. 299-320 ◽

Cited By ~ 2

Author(s):

Rudy Setiono ◽

Bart Baesens ◽

David Martens

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Credit Scoring ◽

Rule Extraction ◽

Support Vector ◽

Vector Machines

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Rule Extraction From Support Vector Machines Using Ensemble Learning Approach: An Application for Diagnosis of Diabetes

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2014.2325615 ◽

2015 ◽

Vol 19 (2) ◽

pp. 728-734 ◽

Cited By ~ 44

Author(s):

Longfei Han ◽

Senlin Luo ◽

Jianmin Yu ◽

Limin Pan ◽

Songjing Chen

Keyword(s):

Support Vector Machines ◽

Ensemble Learning ◽

Rule Extraction ◽

Support Vector ◽

Learning Approach ◽

Vector Machines

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Fuzzy rule extraction from support vector machines

Fifth International Conference on Hybrid Intelligent Systems (HIS'05) ◽

10.1109/ichis.2005.51 ◽

2005 ◽

Cited By ~ 18

Author(s):

Ad.C.F. Chaves ◽

M.M.B.R. Vellasco ◽

R. Tanscheit

Keyword(s):

Support Vector Machines ◽

Fuzzy Rule ◽

Rule Extraction ◽

Support Vector ◽

Vector Machines

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Rule extraction from support vector machines based on consistent region covering reduction

Knowledge-Based Systems ◽

10.1016/j.knosys.2012.12.003 ◽

2013 ◽

Vol 42 ◽

pp. 1-8 ◽

Cited By ~ 30

Author(s):

Pengfei Zhu ◽

Qinghua Hu

Keyword(s):

Support Vector Machines ◽

Rule Extraction ◽

Support Vector ◽

Vector Machines

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A hybrid rule extraction method for One-Class Support Vector Machines

2015 IEEE 9th International Conference on Intelligent Systems and Control (ISCO) ◽

10.1109/isco.2015.7282248 ◽

2015 ◽

Cited By ~ 2

Author(s):

T. Maruthi Padmaja ◽

P. Jhansi Lakshmi

Keyword(s):

Support Vector Machines ◽

Extraction Method ◽

Rule Extraction ◽

Support Vector ◽

Vector Machines

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Sentiment Recognition by Rule Extraction from Support Vector Machines

10.5176/978-981-08-3190-5_cgat3 ◽

2009 ◽

Cited By ~ 1

Author(s):

Joachim Diederich ◽

Denise Dillon

Keyword(s):

Support Vector Machines ◽

Rule Extraction ◽

Support Vector ◽

Vector Machines

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Rule Extraction from Linear Support Vector Machines via Mathematical Programming

Rule Extraction from Support Vector Machines - Studies in Computational Intelligence ◽

10.1007/978-3-540-75390-2_4 ◽

2008 ◽

pp. 83-107 ◽

Cited By ~ 3

Author(s):

Glenn Fung ◽

Sathyakama Sandilya ◽

R. Bharat Rao

Keyword(s):

Support Vector Machines ◽

Mathematical Programming ◽

Rule Extraction ◽

Support Vector ◽

Vector Machines

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Comprehensible Credit Scoring Models using Rule Extraction from Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.878283 ◽

2006 ◽

Cited By ~ 2

Author(s):

David Martens ◽

Bart Baesens ◽

Tony Van Gestel ◽

Jan Vanthienen

Keyword(s):

Support Vector Machines ◽

Credit Scoring ◽

Rule Extraction ◽

Support Vector ◽

Vector Machines

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Rule Extraction from Support Vector Machines and Its Applications

2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology ◽

10.1109/wi-iat.2011.132 ◽

2011 ◽

Cited By ~ 1

Author(s):

Si Xiao Yang ◽

Ying Jie Tian ◽

Chun Hua Zhang

Keyword(s):

Support Vector Machines ◽

Rule Extraction ◽

Support Vector ◽

Vector Machines

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Rule extraction algorithm from support vector machines and its application to credit screening

Soft Computing ◽

10.1007/s00500-011-0762-8 ◽

2011 ◽

Vol 16 (4) ◽

pp. 645-658 ◽

Cited By ~ 7

Author(s):

Chao-Ton Su ◽

Yan-Cheng Chen

Keyword(s):

Support Vector Machines ◽

Rule Extraction ◽

Support Vector ◽

Vector Machines ◽

Extraction Algorithm

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