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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
Biweight Midcorrelation-Based Gene Differential Coexpression Analysis and Its Application to Type II Diabetes
Differential coexpression analysis usually requires the definition of ‘distance’ or ‘similarity’ between measured datasets, the most common choices being Pearson correlation. However, Pearson correlation is se...
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Chapter and Conference Paper
Learning KPCA for Face Recognition
Kernel principal component analysis (KPCA) is an effective method for face recognition. However, the expression of its final solution needs to take advantage of all training examples, such that its run in real...