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NSDI
2008
13 years 8 months ago
Catching Instant Messaging Worms with Change-Point Detection Techniques
Instant messaging (IM) systems have gained a lot of popularity in recent years. The increasing number of IM users has lured malware authors to develop more worms and viruses that ...
Guanhua Yan, Zhen Xiao, Stephan Eidenbenz
NIPS
2007
13 years 7 months ago
Catching Change-points with Lasso
Zaïd Harchaoui, Céline Lévy-Led...
PAKDD
2007
ACM
144views Data Mining» more  PAKDD 2007»
13 years 12 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
DAWAK
2006
Springer
13 years 9 months ago
An Approximate Approach for Mining Recently Frequent Itemsets from Data Streams
Recently, the data stream, which is an unbounded sequence of data elements generated at a rapid rate, provides a dynamic environment for collecting data sources. It is likely that ...
Jia-Ling Koh, Shu-Ning Shin