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» Compression-based data mining of sequential data
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KDD
2000
ACM
153views Data Mining» more  KDD 2000»
14 years 5 days ago
FreeSpan: frequent pattern-projected sequential pattern mining
Jiawei Han, Jian Pei, Behzad Mortazavi-Asl, Qiming...
SDM
2010
SIAM
181views Data Mining» more  SDM 2010»
13 years 10 months ago
A Compression Based Distance Measure for Texture
The analysis of texture is an important subroutine in application areas as diverse as biology, medicine, robotics, and forensic science. While the last three decades have seen ext...
Bilson J. L. Campana, Eamonn J. Keogh
SDM
2003
SIAM
174views Data Mining» more  SDM 2003»
13 years 10 months ago
STAMP: On Discovery of Statistically Important Pattern Repeats in Long Sequential Data
In this paper, we focus on mining periodic patterns allowing some degree of imperfection in the form of random replacement from a perfect periodic pattern. In InfoMiner+, we propo...
Jiong Yang, Wei Wang 0010, Philip S. Yu
PPOPP
2005
ACM
14 years 2 months ago
A sampling-based framework for parallel data mining
The goal of data mining algorithm is to discover useful information embedded in large databases. Frequent itemset mining and sequential pattern mining are two important data minin...
Shengnan Cong, Jiawei Han, Jay Hoeflinger, David A...
DAWAK
2008
Springer
13 years 10 months ago
Mining Multidimensional Sequential Patterns over Data Streams
Sequential pattern mining is an active field in the domain of knowledge discovery and has been widely studied for over a decade by data mining researchers. More and more, with the ...
Chedy Raïssi, Marc Plantevit