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The collaborative information in horizontal collaborative fuzzy clustering is transmitted by partition matrix, which requires that the dimensions of collaborating partition matrix and collaborated partition matrix must be the same. It requires that the collaborative datasets are clustered into the same number of clusters, but in many cases it is not suitable or difficult to do. In this paper, a new...
As abnormal samples are difficult to obtain in the field of fault detection, a fault detection model based on support vector data description (SVDD) algorithm and Cluster algorithm is presented in this paper. It is the improvement of traditional SVDD algorithm. Firstly, K-MEANS classification method is used to cluster the normal bearing vibration signal samples. Then SVDD algorithm is applied to describe...
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