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» Mining Plausible Patterns from Genomic Data
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133
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ICDM
2007
IEEE
155views Data Mining» more  ICDM 2007»
15 years 7 months ago
Transitional Patterns and Their Significant Milestones
Mining frequent patterns in transaction databases has been studied extensively in data mining research. However, most of the existing frequent pattern mining algorithms do not con...
Qian Wan, Aijun An
138
Voted
ICDM
2006
IEEE
118views Data Mining» more  ICDM 2006»
15 years 9 months ago
Reducing the Frequent Pattern Set
One of the major problems in frequent pattern mining is the explosion of the number of results, making it difficult to identify the interesting frequent patterns. In a recent pap...
Ronnie Bathoorn, Arne Koopman, Arno Siebes
152
Voted
KDD
2004
ACM
207views Data Mining» more  KDD 2004»
16 years 4 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
113
Voted
KDD
2004
ACM
314views Data Mining» more  KDD 2004»
16 years 4 months ago
Assessment of discretization techniques for relevant pattern discovery from gene expression data
In the domain of gene expression data analysis, various researchers have recently emphasized the promising application of pattern discovery techniques like association rule mining...
Ruggero G. Pensa, Claire Leschi, Jéré...
122
Voted
KDD
1999
ACM
185views Data Mining» more  KDD 1999»
15 years 7 months ago
User-Driven Navigation Pattern Discovery from Internet Data
Managers of electronic commerce sites need to learn as much as possible about their customers and those browsing their virtual premises, in order to maximise the return on marketin...
Matthias Baumgarten, Alex G. Büchner, Sarabjo...