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Effect Analysis of Resampling Techniques on the Performance of Customer Credit Scoring Models
期刊论文
3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND MECHANICAL AUTOMATION (CSMA 2017), 2017, 页码: 375-380
作者:
Chen, J
;
Xie, L
;
Liu, DH
;
Xiao, J
;
Destech Publicat Inc
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/02/28
Customer credit scoring
Class imbalance
Resampling technique
Classification model
A clustering and selection based transfer ensemble model for customer credit scoring
期刊论文
Filomat, 2016, 卷号: 30, 期号: 15, 页码: 4015-4026
作者:
Xiao, Jin
;
Xie, Ling
;
Liu, Dunhu
;
Xiao, Yi
;
Hu, Yi*
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/23
customer credit scoring
transfer ensemble model
selective transfer learning
eliminate noise
multiple classifier ensemble
A transfer learning based classifier emsemble model for customer credit scoring
期刊论文
2014 SEVENTH INTERNATIONAL JOINT CONFERENCE ON COMPUTATIONAL SCIENCES AND OPTIMIZATION (CSO), 2014, 页码: 64-68
作者:
Xiao, Jin
;
Wang, Runzhe
;
Teng, Geer
;
Hu, Yi
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/03/01
customer
credit
scoring
transfer
ensemble
model
selectively
transfer
learning
eliminate
noise
multiple
classifier
ensemble
Classification and Dimension Reduction in Bank Credit Scoring System
会议论文
ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT I, PROCEEDINGS, 5th International Symposium on Neural Networks, Beijing, PEOPLES R CHINA, Web of Science
Liu, Bohan
;
Yuan, Bo
;
Liu, Wenhuang
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  |  
浏览/下载:4/0
Customer Credit Scoring Method Based on the SVDD Classification Model with Imbalanced Dataset
会议论文
作者:
Tian, Bo
;
Nan, Lin
;
Zheng, Qin
;
Yang, Lei
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/08/22
Customer Credit Scoring
Pattern Classification
Support Vector Domain Description Model
Imbalanced Dataset
Genetic algorithm based Bayesian network for customers' behavior analysis
会议论文
6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2010, Darmstadt, Germany, October 15, 2010 - October 17, 2010
作者:
Yu, Xiao Yi
;
Wang, Aiming
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2017/01/18
Multimedia signal processing
Bayesian networks
Behavioral research
Customer satisfaction
Distributed parameter networks
Genetic algorithms
Inference engines
Intelligent networks
Sales
Signal detection
Signal processing
Steganography
Behavior analysis
Credit scoring
Data sets
Japanese company
Steganalysis
Mining the customer credit using hybrid support vector machine technique
期刊论文
Expert Systems with Applications, 2009, 卷号: Vol.36 No.4, 页码: 7611-7616
作者:
Chen, Weimin
;
Ma, Chaoqun
;
Ma, Lin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/01/13
Credit scoring
Support vector machines
Classification and regression tree
Multivariate adaptive regression splines
Credit-risk evaluation
Building behavior scoring model using genetic algorithm and support vector machines
期刊论文
2007
Zhang, Defu
;
Chen, Qingshan
;
Wei, Lijun
;
Shi, Y
;
VanAlbada, GD
;
Dongarra, J
;
Sloot, PMA
;
张德富
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  |  
浏览/下载:4/0
  |  
提交时间:2013/12/12
CLASSIFIERS
基于支持向量机的商业银行信用风险评估方法研究
学位论文
2006, 2005
刘闽
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2016/02/14
信用违约预测
信用等级评估
统计学习理论
支持向量机
有序编码SVM
credit fault prediction
credit rating assessment
Statistical Learning Theory(SLT)
Support Vector Machine
Rank-Output-Code SVM
A new fuzzy support vector machine to evaluate credit risk
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2005, 卷号: 13, 期号: 6, 页码: 820-831
作者:
Wang, YQ
;
Wang, SY
;
Lai, KK
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2018/07/30
classification
credit scoring
fuzzy theory
machine learning
support vector machine (SVM)
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