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» Mining conjunctive sequential patterns
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KDID
2004
121views Database» more  KDID 2004»
13 years 9 months ago
Constraint Relaxations for Discovering Unknown Sequential Patterns
The main drawbacks of sequential pattern mining have been its lack of focus on user expectations and the high number of discovered patterns. However, the solution commonly accepted...
Cláudia Antunes, Arlindo L. Oliveira
IDEAS
2007
IEEE
138views Database» more  IDEAS 2007»
14 years 2 months ago
On Transversal Hypergraph Enumeration in Mining Sequential Patterns
The transversal hypergraph enumeration based algorithms can be efficient in mining frequent itemsets, however it is difficult to apply them to sequence mining problems. In this ...
Dong (Haoyuan) Li, Anne Laurent, Maguelonne Teisse...
ACMSE
2008
ACM
13 years 9 months ago
Mining frequent sequential patterns with first-occurrence forests
In this paper, a new pattern-growth algorithm is presented to mine frequent sequential patterns using First-Occurrence Forests (FOF). This algorithm uses a simple list of pointers...
Erich Allen Peterson, Peiyi Tang
SDM
2003
SIAM
174views Data Mining» more  SDM 2003»
13 years 9 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
KDD
2000
ACM
153views Data Mining» more  KDD 2000»
13 years 11 months ago
FreeSpan: frequent pattern-projected sequential pattern mining
Jiawei Han, Jian Pei, Behzad Mortazavi-Asl, Qiming...