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» A taxonomy of sequential pattern mining algorithms
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CSUR
2010
124views more  CSUR 2010»
13 years 2 months ago
A taxonomy of sequential pattern mining algorithms
Nizar R. Mabroukeh, Christie I. Ezeife
ICDE
1995
IEEE
192views Database» more  ICDE 1995»
14 years 6 months ago
Mining Sequential Patterns
Abstract. The problem of mining sequential patterns was recently introduced in 3 . We are given a database of sequences, where each sequence is a list of transactions ordered by tr...
Rakesh Agrawal, Ramakrishnan Srikant
ICDM
2006
IEEE
227views Data Mining» more  ICDM 2006»
13 years 11 months ago
Incremental Mining of Sequential Patterns over a Stream Sliding Window
Incremental mining of sequential patterns from data streams is one of the most challenging problems in mining data streams. However, previous work of mining sequential patterns fr...
Chin-Chuan Ho, Hua-Fu Li, Fang-Fei Kuo, Suh-Yin Le...
ACMSE
2008
ACM
13 years 7 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
ICDM
2003
IEEE
141views Data Mining» more  ICDM 2003»
13 years 10 months ago
TSP: Mining Top-K Closed Sequential Patterns
Sequential pattern mining has been studied extensively in data mining community. Most previous studies require the specification of a minimum support threshold to perform the min...
Petre Tzvetkov, Xifeng Yan, Jiawei Han