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    » On Finding Similar Items in a Stream of Transactions
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    KDD
    2001
    ACM
    196views Data Mining» more  KDD 2001»
    Efficient discovery of error-tolerant frequent itemsets in high dimensions
    14 years 8 months ago
    Efficient discovery of error-tolerant frequent itemsets in high dimensions
    Download  research.microsoft.com
    We present a generalization of frequent itemsets allowing the notion of errors in the itemset definition. We motivate the problem and present an efficient algorithm that identifie...
    Cheng Yang, Usama M. Fayyad, Paul S. Bradley
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    KDD
    2004
    ACM
    134views Data Mining» more  KDD 2004»
    Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pair
    14 years 8 months ago
    Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pair
    Download  cimic.rutgers.edu
    Given a user-specified minimum correlation threshold and a market basket database with N items and T transactions, an all-strong-pairs correlation query finds all item pairs with...
    Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Ku...
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    KDD
    2009
    ACM
    229views Data Mining» more  KDD 2009»
    An association analysis approach to biclustering
    14 years 8 months ago
    An association analysis approach to biclustering
    Download  www-users.cs.umn.edu
    The discovery of biclusters, which denote groups of items that show coherent values across a subset of all the transactions in a data set, is an important type of analysis perform...
    Gaurav Pandey, Gowtham Atluri, Michael Steinbach, ...
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