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» Compression-based data mining of sequential data
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VLDB
2001
ACM
99views Database» more  VLDB 2001»
15 years 4 months ago
A Sequential Pattern Query Language for Supporting Instant Data Mining for e-Services
Reza Sadri, Carlo Zaniolo, Amir M. Zarkesh, Jafar ...
ADMA
2009
Springer
186views Data Mining» more  ADMA 2009»
15 years 6 months ago
Mining Compressed Repetitive Gapped Sequential Patterns Efficiently
Mining frequent sequential patterns from sequence databases has been a central research topic in data mining and various efficient mining sequential patterns algorithms have been p...
Yongxin Tong, Zhao Li, Dan Yu, Shilong Ma, Zhiyuan...
ACMSE
2008
ACM
15 years 1 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»
15 years 5 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
ICDM
2005
IEEE
166views Data Mining» more  ICDM 2005»
15 years 5 months ago
Sequential Pattern Mining in Multiple Streams
In this paper, we deal with mining sequential patterns in multiple data streams. Building on a state-of-the-art sequential pattern mining algorithm PrefixSpan for mining transact...
Gong Chen, Xindong Wu, Xingquan Zhu