Incremental mining of sequential patterns over a stream sliding window

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2006, Pages 677-681

  Ho, Chin Chuan ^a   Li, Hua Fu ^a   Kuo, Fang Fei ^a   Lee, Suh Yin ^a  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

BIT-SEQUENCE REPRESENTATION; DATA STREAM; INCREMENTAL MINING; ITEMSET; MINING SEQUENTIAL PATTERNS; SEQUENTIAL PATTERNS; SINGLE-PASS ALGORITHM; SLIDING WINDOW;

DATA MINING;

EID: 55149092672     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icdmw.2006.98     Document Type: Conference Paper

References (13)

1. th International Conference on Data Engineering (ICDE) 1995.
2. th ACM International Conference on Knowledge Discovery and Data Mining (KDD), 2002.
3. J. H. Chang and W. S. Lee. Decaying Obsolete Information in Finding Recent Frequent Itemsets over Data Stream. IEICE Transactions on Information and System, 2004
4. G. Chen, X. Wu, and X. Zhu. Mining Sequential Patterns across Data Streams. Technical Report, 2004.
5. A. Chen and H. Ye. Multiple-Level Sequential Pattern Discovery from Customer Transaction Databases. International Journal of Computational Intelligence, 2004
6. H. Cheng, X. Yan, and J. Han. IncSpan: Incremental Mining of Sequential Patterns in Large Database. In Proceedings of the 10th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), 2004.
7. L. Golab and M. T. Özsu. Issues in Data Stream Management. ACM SIGMOD Record, 32(2): 5-14, Jun. 2003.
8. th International Conference on Data Warehousing and Knowledge Discovery (DaWak), 2002.
9. st ECML/PKDD Workshop on Mining Complex Data (IEEE MCD), 2005.
10. th Internatioanl Conference on Data Engineering (ICDE) 2001.
11. X. Yan, J. Han, and R. Afshar. CloSpan: Mining Closed Sequential Patterns in Large Datasets. In Proc. of 2003 SIAM Int'l Conf. on Data Mining (SDM), 2003
12. M. Yen and S. Lee. Incremental Update on Sequential Patterns in Large Databases. In Proceedings of the 10th IEEE International Conference on Tools with Artificial Intelligence (ICTAI98), 1998.
13. th International Conference on Very Large Data Bases (VLDB), pp. 358-369, 2002.