An Ensemble of Fuzzy Sets and Least Squares Support Vector Machines Approach to Consumer Credit Risk Assessment

2012 Fifth International Conference on Business Intelligence and Financial Engineering ◽

10.1109/bife.2012.12 ◽

2012 ◽

Author(s):

Jingli Liu ◽

Jianqi Mao ◽

Lei Chen

Keyword(s):

Risk Assessment ◽

Support Vector Machines ◽

Credit Risk ◽

Least Squares ◽

Fuzzy Sets ◽

Consumer Credit ◽

Support Vector ◽

Credit Risk Assessment ◽

Vector Machines ◽

Consumer Credit Risk

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Credit Risk Assessment with Least Squares Fuzzy Support Vector Machines

Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06) ◽

10.1109/icdmw.2006.54 ◽

2006 ◽

Cited By ~ 5

Author(s):

Lean Yu ◽

Kin Lai ◽

Shouyang Wang

Keyword(s):

Risk Assessment ◽

Support Vector Machines ◽

Credit Risk ◽

Least Squares ◽

Support Vector ◽

Credit Risk Assessment ◽

Vector Machines ◽

Fuzzy Support Vector Machines

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Quantitative credit risk assessment using support vector machines: Broad versus Narrow default definitions

Expert Systems with Applications ◽

10.1016/j.eswa.2013.01.044 ◽

2013 ◽

Vol 40 (11) ◽

pp. 4404-4413 ◽

Cited By ~ 26

Author(s):

Terry Harris

Keyword(s):

Risk Assessment ◽

Support Vector Machines ◽

Credit Risk ◽

Support Vector ◽

Credit Risk Assessment ◽

Vector Machines

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Support vector machines for credit risk assessment with imbalanced datasets

International Journal of Data Mining Modelling and Management ◽

10.1504/ijdmmm.2018.10013661 ◽

2018 ◽

Vol 10 (2) ◽

pp. 171

Author(s):

Sihem Khemakhem ◽

Younes Boujelbene

Keyword(s):

Risk Assessment ◽

Support Vector Machines ◽

Credit Risk ◽

Support Vector ◽

Imbalanced Datasets ◽

Credit Risk Assessment ◽

Vector Machines

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Credit Risk Assessment in Commercial Banks Based on Fuzzy Support Vector Machines

2006 9th International Conference on Control, Automation, Robotics and Vision ◽

10.1109/icarcv.2006.345152 ◽

2006 ◽

Author(s):

Qifeng Zhou ◽

Chengde Lin

Keyword(s):

Risk Assessment ◽

Support Vector Machines ◽

Credit Risk ◽

Commercial Banks ◽

Support Vector ◽

Credit Risk Assessment ◽

Vector Machines ◽

Fuzzy Support Vector Machines

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Credit Risk Assessment Model of Commercial Banks Based on Support Vector Machines

2009 International Conference on Management and Service Science ◽

10.1109/icmss.2009.5301722 ◽

2009 ◽

Author(s):

Xin-ying Zhang ◽

Chong Wu ◽

Avv-Federico Ferretti

Keyword(s):

Risk Assessment ◽

Support Vector Machines ◽

Credit Risk ◽

Commercial Banks ◽

Assessment Model ◽

Support Vector ◽

Risk Assessment Model ◽

Credit Risk Assessment ◽

Vector Machines

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Support vector machines for credit risk assessment with imbalanced datasets

International Journal of Data Mining Modelling and Management ◽

10.1504/ijdmmm.2018.092538 ◽

2018 ◽

Vol 10 (2) ◽

pp. 171

Author(s):

Sihem Khemakhem ◽

Younes Boujelbene

Keyword(s):

Risk Assessment ◽

Support Vector Machines ◽

Credit Risk ◽

Support Vector ◽

Imbalanced Datasets ◽

Credit Risk Assessment ◽

Vector Machines

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Credit Risk Assessment in Commercial Banks Based on Support Vector Machines

2006 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2006.258774 ◽

2006 ◽

Cited By ~ 1

Author(s):

Wei Sun ◽

Chen-guang Yang ◽

Jian-xun Qi

Keyword(s):

Risk Assessment ◽

Support Vector Machines ◽

Credit Risk ◽

Commercial Banks ◽

Support Vector ◽

Credit Risk Assessment ◽

Vector Machines

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Risk assessment in electrical power network planning based on sparse least squares support vector machines

2008 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2008.4620626 ◽

2008 ◽

Author(s):

Wei Sun ◽

Yue Ma

Keyword(s):

Risk Assessment ◽

Support Vector Machines ◽

Least Squares ◽

Electrical Power ◽

Network Planning ◽

Support Vector ◽

Power Network ◽

Vector Machines ◽

Power Network Planning

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Recent developments in consumer credit risk assessment

European Journal of Operational Research ◽

10.1016/j.ejor.2006.09.100 ◽

2007 ◽

Vol 183 (3) ◽

pp. 1447-1465 ◽

Cited By ~ 216

Author(s):

Jonathan N. Crook ◽

David B. Edelman ◽

Lyn C. Thomas

Keyword(s):

Risk Assessment ◽

Credit Risk ◽

Consumer Credit ◽

Credit Risk Assessment ◽

Recent Developments ◽

Consumer Credit Risk

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A Two-Layer Least Squares Support Vector Machine Approach to Credit Risk Assessment

Communications in Computer and Information Science - Cutting-Edge Research Topics on Multiple Criteria Decision Making ◽

10.1007/978-3-642-02298-2_83 ◽

2009 ◽

pp. 566-572

Author(s):

Jingli Liu ◽

Jianping Li ◽

Weixuan Xu ◽

Yong Shi

Keyword(s):

Risk Assessment ◽

Support Vector Machine ◽

Credit Risk ◽

Least Squares ◽

Support Vector ◽

Credit Risk Assessment

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