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In this paper, a novel fault diagnosis approach based on sparse representation and support vector machine (SVM) is proposed. By keeping excluding subdictionaries and representing the testing sample using the sparse representation model, the confidence of each class is computed through a Hough voting progress using the computed sparse coding to show how much chance the testing sample belongs to a certain...
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