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» Compression-based data mining of sequential data
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JIIS
2006
147views more  JIIS 2006»
14 years 11 months ago
Mining sequential patterns from data streams: a centroid approach
In recent years, emerging applications introduced new constraints for data mining methods. These constraints are typical of a new kind of data: the data streams. In data stream pro...
Alice Marascu, Florent Masseglia
PKDD
2005
Springer
138views Data Mining» more  PKDD 2005»
15 years 5 months ago
Indexed Bit Map (IBM) for Mining Frequent Sequences
Sequential pattern mining has been an emerging problem in data mining. In this paper, we propose a new algorithm for mining frequent sequences. It processes only one scan of the da...
Lionel Savary, Karine Zeitouni
TKDE
2008
156views more  TKDE 2008»
14 years 11 months ago
A Framework for Mining Sequential Patterns from Spatio-Temporal Event Data Sets
Given a large spatio-temporal database of events, where each event consists of the fields event ID, time, location, and event type, mining spatio-temporal sequential patterns ident...
Yan Huang, Liqin Zhang, Pusheng Zhang
SIGKDD
2000
75views more  SIGKDD 2000»
14 years 11 months ago
Mining Patterns in Long Sequential Data with Noise
Wei Wang 0010, Jiong Yang, Philip S. Yu