A DBN-based resampling SVM ensemble learning paradigm for credit classification with imbalanced data
Author:
Funder
Key Program of National Natural Science Foundation of China
National Program for Support of Top-Notch Young Professionals
Publisher
Elsevier BV
Subject
Software
Reference47 articles.
1. A novel multistage deep belief network based extreme learning machine ensemble learning paradigm for credit risk assessment;Yu;Flexible Serv. Manuf. J.,2016
2. Credit risk assessment with a multistage neural network ensemble learning approach;Yu;Expert Syst. Appl.,2008
3. A resampling ensemble algorithm for classification of imbalance problems;Qian;Neurocomputing,2014
4. The use of multiple measurements in taxonomic problems;Fisher;Ann. Hum. Genet.,1936
5. Linear and nonlinear separation of patterns by linear programming;Mangasarian;Oper. Res.,1965
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