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» Mining Actionable Patterns
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78
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ICPR
2008
IEEE
15 years 7 months ago
Three related types of multi-value association patterns
Mining patterns involving multiple values that are significantly relevant is a difficult but very important problem that crosses many disciplines. Multi-value association patterns...
Thomas W. H. Lui, David K. Y. Chiu
118
Voted
SIGMOD
2010
ACM
305views Database» more  SIGMOD 2010»
15 years 5 months ago
MoveMine: mining moving object databases
With the maturity of GPS, wireless, and Web technologies, increasing amounts of movement data collected from various moving objects, such as animals, vehicles, mobile devices, and...
Zhenhui Li, Ming Ji, Jae-Gil Lee, Lu An Tang, Yint...
101
Voted
MINENET
2006
ACM
15 years 6 months ago
Mining web logs to debug distant connectivity problems
Content providers base their business on their ability to receive and answer requests from clients distributed across the Internet. Since disruptions in the flow of these request...
Emre Kiciman, David A. Maltz, Moisés Goldsz...
103
Voted
WWW
2005
ACM
16 years 1 months ago
XAR-miner: efficient association rules mining for XML data
In this paper, we propose a framework, called XAR-Miner, for mining ARs from XML documents efficiently. In XAR-Miner, raw data in the XML document are first preprocessed to transf...
Sheng Zhang, Ji Zhang, Han Liu, Wei Wang
116
Voted
PAKDD
2007
ACM
148views Data Mining» more  PAKDD 2007»
15 years 7 months ago
Mining Frequent Itemsets from Uncertain Data
Abstract. We study the problem of mining frequent itemsets from uncertain data under a probabilistic framework. We consider transactions whose items are associated with existential...
Chun Kit Chui, Ben Kao, Edward Hung