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» Mining evolving data streams for frequent patterns
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182
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ICDE
2007
IEEE
133views Database» more  ICDE 2007»
16 years 1 months ago
Programming Patterns for Architecture-Level Software Optimizations on Frequent Pattern Mining
One very important application in the data mining domain is frequent pattern mining. Various authors have worked on improving the efficiency of this computation, mostly focusing o...
Mingliang Wei, Changhao Jiang, Marc Snir
KAIS
2008
150views more  KAIS 2008»
14 years 11 months ago
A survey on algorithms for mining frequent itemsets over data streams
The increasing prominence of data streams arising in a wide range of advanced applications such as fraud detection and trend learning has led to the study of online mining of freq...
James Cheng, Yiping Ke, Wilfred Ng
94
Voted
CIKM
2009
Springer
15 years 6 months ago
Mining frequent itemsets in time-varying data streams
Mining frequent itemsets in data streams is beneficial to many real-world applications but is also a challenging task since data streams are unbounded and have high arrival rates...
Yingying Tao, M. Tamer Özsu
KDD
2000
ACM
153views Data Mining» more  KDD 2000»
15 years 3 months ago
FreeSpan: frequent pattern-projected sequential pattern mining
Jiawei Han, Jian Pei, Behzad Mortazavi-Asl, Qiming...
66
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PAKDD
2007
ACM
99views Data Mining» more  PAKDD 2007»
15 years 5 months ago
Evolution and Maintenance of Frequent Pattern Space When Transactions Are Removed
Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Ta...