A Unified View on Clustering Binary Data |
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Authors: | Tao Li |
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Affiliation: | (1) School of Computer Science, Florida International University, 11200 SW 8th Street, Miami, FL, 33199 |
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Abstract: | Clustering is the problem of identifying the distribution of patterns and intrinsic correlations in large data sets by partitioning
the data points into similarity classes. This paper studies the problem of clustering binary data. Binary data have been occupying
a special place in the domain of data analysis. A unified view of binary data clustering is presented by examining the connections
among various clustering criteria. Experimental studies are conducted to empirically verify the relationships. |
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Keywords: | clustering binary data unified view |
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