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Support Vector Data Description (SVDD) is an extremely hot topic issue in One‐Class Classification (OCC), which has displayed outstanding performance in dealing with many novelty detection problems. However, SVDD just takes the data description by the kernel‐based distance among each instance into consideration rather than considering the distribution of the data. Therefore, Fuzzy Support Vector Data...