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Chapter and Conference Paper
Credit Scoring Based on Kernel Matching Pursuit
Credit risk is paid more and more attention by financial institutions, and credit scoring has become an active research topic. This paper proposes a new credit scoring method based on kernel matching pursuit (...
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Chapter and Conference Paper
Credit Scoring Based on Eigencredits and SVDD
Credit risk evaluation is an active research topic in financial risk management, and credit scoring is an important analytical technique in credit risk evaluation. In this paper, a new two-stage method is intr...
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Chapter and Conference Paper
Constructing the Shortest ECOC for Fast Multi-classification
Error-correcting output codes (ECOC) is an effective method to perform multi-classification via decomposing a multi-classification problem into many binary classification tasks, and then integrating the output...