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» On compressing frequent patterns
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146
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IS
2008
15 years 3 months ago
Efficient mining of frequent episodes from complex sequences
Discovering patterns with highly significance is an important problem in data mining discipline. An episode is defined to be a partially ordered set of events for a consecutive an...
Kuo-Yu Huang, Chia-Hui Chang
120
Voted
ET
2002
77views more  ET 2002»
15 years 3 months ago
Reusing Scan Chains for Test Pattern Decompression
The paper presents a method for testing a system-on-achip by using a compressed representation of the patterns on an external tester. The patterns for a certain core under test ar...
Rainer Dorsch, Hans-Joachim Wunderlich
157
Voted
DATAMINE
2006
230views more  DATAMINE 2006»
15 years 3 months ago
Mining top-K frequent itemsets from data streams
Frequent pattern mining on data streams is of interest recently. However, it is not easy for users to determine a proper frequency threshold. It is more reasonable to ask users to ...
Raymond Chi-Wing Wong, Ada Wai-Chee Fu
127
Voted
IJKDB
2010
141views more  IJKDB 2010»
15 years 27 days ago
Mining Frequent Boolean Expressions: Application to Gene Expression and Regulatory Modeling
Regulatory network analysis and other bioinformatics tasks require the ability to induce and represent arbitrary boolean expressions from data sources. We introduce a novel framew...
Mohammed Javeed Zaki, Naren Ramakrishnan, Lizhuang...
134
Voted
CIKM
2006
Springer
15 years 7 months ago
An integer programming approach for frequent itemset hiding
The rapid growth of transactional data brought, soon enough, into attention the need of its further exploitation. In this paper, we investigate the problem of securing sensitive k...
Aris Gkoulalas-Divanis, Vassilios S. Verykios