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» Mining evolving data streams for frequent patterns
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WWW
2004
ACM
15 years 10 months ago
On mining webclick streams for path traversal patterns
Mining user access patterns from a continuous stream of Web-clicks presents new challenges over traditional Web usage mining in a large static Web-click database. Modeling user ac...
Hua-Fu Li, Suh-Yin Lee, Man-Kwan Shan
PAKDD
2007
ACM
144views Data Mining» more  PAKDD 2007»
15 years 3 months ago
Approximately Mining Recently Representative Patterns on Data Streams
Catching the recent trend of data is an important issue when mining frequent itemsets from data streams. To prevent from storing the whole transaction data within the sliding windo...
Jia-Ling Koh, Yuan-Bin Don
79
Voted
KDD
2003
ACM
205views Data Mining» more  KDD 2003»
15 years 10 months ago
CloseGraph: mining closed frequent graph patterns
Xifeng Yan, Jiawei Han
ACSW
2004
14 years 11 months ago
Cost-Efficient Mining Techniques for Data Streams
A data stream is a continuous and high-speed flow of data items. High speed refers to the phenomenon that the data rate is high relative to the computational power. The increasing...
Mohamed Medhat Gaber, Shonali Krishnaswamy, Arkady...
ICDM
2005
IEEE
203views Data Mining» more  ICDM 2005»
15 years 3 months ago
Mining Frequent Spatio-Temporal Sequential Patterns
Huiping Cao, Nikos Mamoulis, David W. Cheung