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An Efficient Constraint-Based Closed Set Mining Algorithm

Published • Dec 1, 2007
NobleIDNI5P43W74R00S03
Authors:
Haiyun Bian
,
Raj K. Bhatnagar
,
Barrington Young

Abstract

We present a search algorithm for mining closed sets in high dimensional binary datasets. Our algorithm is designed for dense datasets, where the percentage of 1's in the dataset is usually higher than 10%, and the total number of closed sets is much larger than the number of objects in the dataset....

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