Reject inference in credit scoring using Semi-supervised Support Vector Machines

Expert Systems with Applications ◽

10.1016/j.eswa.2017.01.011 ◽

2017 ◽

Vol 74 ◽

pp. 105-114 ◽

Author(s):

Zhiyong Li ◽

Ye Tian ◽

Ke Li ◽

Fanyin Zhou ◽

Wei Yang

Keyword(s):

Support Vector Machines ◽

Credit Scoring ◽

Support Vector ◽

Vector Machines ◽

Reject Inference

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Application of support vector machines for reject inference in credit scoring

10.1063/1.5064206 ◽

2018 ◽

Author(s):

F. Yaurita ◽

Z. Rustam

Keyword(s):

Support Vector Machines ◽

Credit Scoring ◽

Support Vector ◽

Vector Machines ◽

Reject Inference

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Reject Inference in Credit Scoring Using Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.2740856 ◽

2016 ◽

Author(s):

Zhiyong Li ◽

Ye Tian ◽

Ke Li ◽

Wei Yang

Keyword(s):

Support Vector Machines ◽

Credit Scoring ◽

Support Vector ◽

Vector Machines ◽

Reject Inference

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A new approach for reject inference in credit scoring using kernel-free fuzzy quadratic surface support vector machines

Applied Soft Computing ◽

10.1016/j.asoc.2018.08.021 ◽

2018 ◽

Vol 73 ◽

pp. 96-105 ◽

Author(s):

Ye Tian ◽

Ziyang Yong ◽

Jian Luo

Keyword(s):

Support Vector Machines ◽

Credit Scoring ◽

Support Vector ◽

New Approach ◽

Vector Machines ◽

Quadratic Surface ◽

Reject Inference

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Combining Market and Accounting-Based Models for Credit Scoring Using a Classification Scheme Based on Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.2156220 ◽

2012 ◽

Author(s):

Dimitrios Niklis ◽

Michael Doumpos ◽

C. Zopounidis

Keyword(s):

Support Vector Machines ◽

Classification Scheme ◽

Credit Scoring ◽

Support Vector ◽

Vector Machines

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Informative Patterns for Credit Scoring: Support Vector Machines Preselect Data Subsets for Linear Discriminant Analysis

Studies in Classification, Data Analysis, and Knowledge Organization - Classification — the Ubiquitous Challenge ◽

10.1007/3-540-28084-7_52 ◽

2005 ◽

pp. 450-457 ◽

Author(s):

Ralf Stecking ◽

Klaus B. Schebesch

Keyword(s):

Support Vector Machines ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Credit Scoring ◽

Support Vector ◽

Linear Discriminant ◽

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 ◽

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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Least squares support vector machines ensemble models for credit scoring

Expert Systems with Applications ◽

10.1016/j.eswa.2009.05.024 ◽

2010 ◽

Vol 37 (1) ◽

pp. 127-133 ◽

Author(s):

Ligang Zhou ◽

Kin Keung Lai ◽

Lean Yu

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Credit Scoring ◽

Support Vector ◽

Ensemble Models ◽

Vector Machines

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Cost-based feature selection for Support Vector Machines: An application in credit scoring

European Journal of Operational Research ◽

10.1016/j.ejor.2017.02.037 ◽

2017 ◽

Vol 261 (2) ◽

pp. 656-665 ◽

Author(s):

Sebastián Maldonado ◽

Juan Pérez ◽

Cristián Bravo

Keyword(s):

Feature Selection ◽

Support Vector Machines ◽

Credit Scoring ◽

Support Vector ◽

Vector Machines ◽

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Credit scoring using support vector machines with direct search for parameters selection

Soft Computing ◽

10.1007/s00500-008-0305-0 ◽

2008 ◽

Vol 13 (2) ◽

pp. 149-155 ◽

Author(s):

Ligang Zhou ◽

Kin Keung Lai ◽

Lean Yu

Keyword(s):

Support Vector Machines ◽

Credit Scoring ◽

Direct Search ◽

Support Vector ◽

Parameters Selection ◽

Vector Machines

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A Hybrid Credit Scoring Model Based on Genetic Programming and Support Vector Machines

2008 Fourth International Conference on Natural Computation ◽

10.1109/icnc.2008.205 ◽

2008 ◽

Author(s):

Defu Zhang ◽

Mhand Hifi ◽

Qingshan Chen ◽

Weiguo Ye

Keyword(s):

Support Vector Machines ◽

Genetic Programming ◽

Credit Scoring ◽

Support Vector ◽

Scoring Model ◽

Model Based ◽

Vector Machines ◽

Credit Scoring Model

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