WSpan: Weighted sequential pattern mining in large sequence databases

IEEE Intelligent Systems

Volumn , Issue , 2006, Pages 512-517

  Yun, Unii ^a   Leggett, John J ^a  

^a NONE

Author keywords

Data mining; Downward closure property; Sequential pattern mining; Weight constraints

Indexed keywords

DATA MINING; INTELLIGENT CONTROL; INTELLIGENT SYSTEMS; MINING; SEQUENTIAL SWITCHING; WEIGHING;

CLOSURE PROPERTIES; DENSE DATABASES; INTERNATIONAL (CO); LARGE DATABASES; MINIMUM SUPPORT; MINING ALGORITHMS; SEQUENCE DATABASES; SEQUENCE MINING; SEQUENTIAL PATTERN MINING; SEQUENTIAL PATTERN MINING ALGORITHMS; SEQUENTIAL PATTERNS; WEIGHT CONSTRAINTS; WEIGHT RANGE;

DATABASE SYSTEMS;

EID: 34247275830     PISSN: 15411672     EISSN: None     Source Type: Journal    
DOI: 10.1109/IS.2006.348472     Document Type: Conference Paper

References (18)

1. R. Agrawal, and R. Srikant, "Mining Sequential Patterns," ICDE, 1995.
2. J. Ayres, J. Gehrke, T. Yiu, and J. Flannick, "Sequential Pattern Mining using A Bitmap Representation, SIGKDD'02, 2002.
3. H. Cheng, X. Yan, and J. Han, "IncSpan: Incremental Mining of Sequential Patterns in Large Databases," SIGKDD'04, 2004.
4. M. Ester, "A Top-Down Method for Mining Most Specific Frequent Patterns in Biological Sequence Data," SDM'04, 2004.
5. M. Garofalakis, R. Rastogi, and K. Shim, "SPIRIT: Sequential pattern mining with regular expression constraints," VLDB'99, 1999.
6. J. Han, J. Pei, B. Mortazavi-Asi, Q. Chen, U. Dayal, M. C. Hsu, "FreeSpan: Frequent Pattern-Projected Sequential Pattern Mining," SIGKDD'00, 2000
7. J. Pei, J. Han, B. Mortazavi-Asi, H. Pino, "PrefixSpan: Mining Sequential Patterns Efficiently by Prefix-Projected Pattern Growth," ICDE'01, 2001.
8. J. Pei, J. Han, and W. Wang, "Mining Sequential Patterns with Constraints in Large Databases," ACM CIKM, Nov. 2002.
9. J. Pei, J. Han, J. Wang, H. Pinto, Q. Chen, U. Dayal, M. C. Hsu, "Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach," IEEE Transactions on Knowledge and Data Engineering, Oct, 2004.
10. H. Pinto, J. Han, J. Pei, K. Wang, "Multi-domensional Sequence Pattern Mining, "CIKM'01, 2001.
11. M. Seno and G. Karypis, "SLPMiner: An Algorithm for Finding Frequent Sequential Patterns Using Length-Decreasing Support Constraints," ICDM'02, 2002.
12. R. Srikant, and R. Agrawal, "Mining Sequential Patterns: Generalizations and Performance Improvements, EDBT," 1996.
13. J. Wang, and J. Han, "BIDE: Efficient Mining of Frequent Closed Sequences, ICDE'04, 2004.
14. X. Yan, J. Han. R. Afshar, "CloSpan: Mining Closed Sequential Patterns in Large Datasets," SDM'03, 2003.
15. J. Yang. P. S. Yu, W. Wang, J. Han. "Mining long sequential patterns in a noisy environment," SIGMOD'02, 2002
16. U. Yun, J. J. Leggett, "WFIM: Weighted Frequent Itemset Mining with a weight range and a minimum weight," SDM'05, April 2005.
17. U. Yun, and J. J. Leggett, WLPMiner: Weighted Frequent Pattern Mining with Length decreasing support constraints, PKDD'05, May 2005.
18. M. Zaki, "SPADE: An efficient algorithm for mining frequent sequences. Machine Learning," 2001.