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» Reducing the Frequent Pattern Set
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147
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KDD
2005
ACM
122views Data Mining» more  KDD 2005»
16 years 3 months ago
Pattern lattice traversal by selective jumps
Regardless of the frequent patterns to discover, either the full frequent patterns or the condensed ones, either closed or maximal, the strategy always includes the traversal of t...
Osmar R. Zaïane, Mohammad El-Hajj
141
Voted
KDD
2004
ACM
207views Data Mining» more  KDD 2004»
16 years 3 months ago
SPIN: mining maximal frequent subgraphs from graph databases
One fundamental challenge for mining recurring subgraphs from semi-structured data sets is the overwhelming abundance of such patterns. In large graph databases, the total number ...
Jun Huan, Wei Wang 0010, Jan Prins, Jiong Yang
200
Voted
IDA
2011
Springer
14 years 9 months ago
A parallel, distributed algorithm for relational frequent pattern discovery from very large data sets
The amount of data produced by ubiquitous computing applications is quickly growing, due to the pervasive presence of small devices endowed with sensing, computing and communicatio...
Annalisa Appice, Michelangelo Ceci, Antonio Turi, ...
92
Voted
ICCS
2005
Springer
15 years 8 months ago
An Efficient Real-Time Frequent Pattern Mining Technique Using Diff-Sets
Rajanish Dass, Ambuj Mahanti
115
Voted
DAWAK
2010
Springer
15 years 3 months ago
Frequent Sub-graph Mining on Edge Weighted Graphs
Frequent sub-graph mining entails two significant overheads. The first is concerned with candidate set generation. The second with isomorphism checking. These are also issues with ...
Chuntao Jiang, Frans Coenen, Michele Zito