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We propose a hard and a fuzzy diagonal co-clustering algorithms built upon the double K-means to address the problem of document-term co-clustering. At each iteration, the proposed algorithms seek a diagonal block structure of the data by minimizing a criterion based on both the variance within the class and the centroid effect. In addition to be easy-to-interpret and effective on sparse binary and...
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