Credit Risk Assessment Using Decision Tree and Support Vector Machine Based Data Analytics

Creative Business and Social Innovations for a Sustainable Future - Advances in Science, Technology & Innovation ◽

10.1007/978-3-030-01662-3_10 ◽

2019 ◽

pp. 79-84

Author(s):

Abhijeet Guha Roy ◽

Siddhaling Urolagin

Keyword(s):

Risk Assessment ◽

Support Vector Machine ◽

Decision Tree ◽

Credit Risk ◽

Data Analytics ◽

Support Vector ◽

Credit Risk Assessment

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Credit risk assessment based on potential support vector machine

2011 Seventh International Conference on Natural Computation ◽

10.1109/icnc.2011.6022038 ◽

2011 ◽

Author(s):

Qing Chen ◽

Hui-feng Xue ◽

Li Yan

Keyword(s):

Risk Assessment ◽

Support Vector Machine ◽

Credit Risk ◽

Support Vector ◽

Credit Risk Assessment

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Optimizing Support Vector Machine Parameters with Genetic Algorithm for Credit Risk Assessment

Journal of Physics Conference Series ◽

10.1088/1742-6596/930/1/012026 ◽

2017 ◽

Vol 930 ◽

pp. 012026 ◽

Author(s):

Jonson Manurung ◽

Herman Mawengkang ◽

Elviawaty Zamzami

Keyword(s):

Genetic Algorithm ◽

Risk Assessment ◽

Support Vector Machine ◽

Credit Risk ◽

Support Vector ◽

Credit Risk Assessment

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Unsupervised quadratic surface support vector machine with application to credit risk assessment

European Journal of Operational Research ◽

10.1016/j.ejor.2019.08.010 ◽

2020 ◽

Vol 280 (3) ◽

pp. 1008-1017 ◽

Author(s):

Jian Luo ◽

Xin Yan ◽

Ye Tian

Keyword(s):

Risk Assessment ◽

Support Vector Machine ◽

Credit Risk ◽

Support Vector ◽

Credit Risk Assessment ◽

Quadratic Surface

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The Integrated Methodology of Rough Set Theory and Support Vector Machine for Credit Risk Assessment

Sixth International Conference on Intelligent Systems Design and Applications ◽

10.1109/isda.2006.267 ◽

2006 ◽

Author(s):

Jianguo Zhou ◽

Zhaoming Wu ◽

Chenguang Yang ◽

Qi Zhao

Keyword(s):

Risk Assessment ◽

Support Vector Machine ◽

Credit Risk ◽

Rough Set ◽

Rough Set Theory ◽

Support Vector ◽

Credit Risk Assessment ◽

Integrated Methodology

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A Support Vector Machine Based Method for Credit Risk Assessment

2010 IEEE 7th International Conference on E-Business Engineering ◽

10.1109/icebe.2010.44 ◽

2010 ◽

Author(s):

Wei Xu ◽

Shenghu Zhou ◽

Dongmei Duan ◽

Yanhui Chen

Keyword(s):

Risk Assessment ◽

Support Vector Machine ◽

Credit Risk ◽

Support Vector ◽

Credit Risk Assessment

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A hybrid ensemble approach for enterprise credit risk assessment based on Support Vector Machine

Expert Systems with Applications ◽

10.1016/j.eswa.2011.11.003 ◽

2012 ◽

Vol 39 (5) ◽

pp. 5325-5331 ◽

Author(s):

Gang Wang ◽

Jian Ma

Keyword(s):

Risk Assessment ◽

Support Vector Machine ◽

Credit Risk ◽

Support Vector ◽

Credit Risk Assessment ◽

Ensemble Approach ◽

Enterprise Credit

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A Firefly Algorithm Modified Support Vector Machine for The Credit Risk Assessment of Supply Chain Finance

Research in International Business and Finance ◽

10.1016/j.ribaf.2021.101482 ◽

2021 ◽

pp. 101482

Author(s):

Hao Zhang ◽

Yuxin Shi ◽

Xueran Yang ◽

Ruiling Zhou

Keyword(s):

Risk Assessment ◽

Support Vector Machine ◽

Supply Chain ◽

Credit Risk ◽

Firefly Algorithm ◽

Support Vector ◽

Credit Risk Assessment ◽

Supply Chain Finance

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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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Credit risk assessment based on rough set theory and fuzzy support vector machine

Proceedings on Intelligent Systems and Knowledge Engineering (ISKE2007) ◽

10.2991/iske.2007.157 ◽

2007 ◽

Author(s):

Jianguo Zhou ◽

Jiming Tian

Keyword(s):

Risk Assessment ◽

Support Vector Machine ◽

Credit Risk ◽

Rough Set ◽

Rough Set Theory ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

Credit Risk Assessment

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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 ◽

Author(s):

Terry Harris

Keyword(s):

Risk Assessment ◽

Support Vector Machines ◽

Credit Risk ◽

Support Vector ◽

Credit Risk Assessment ◽

Vector Machines

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