Incremental sequential pattern mining based on constraints

Journal of Computational Information Systems

Volumn 4, Issue 2, 2008, Pages 571-576

  Ren, Jiadong ^a   Sun, Yafei ^a   Guo, Sheng ^b  

^a YANSHAN UNIVERSITY   (China)

^b HEBEI UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Incremental sequence mining; Lattice structure; Sequential pattern

Indexed keywords

CONSTRAINT THEORY; DATA HANDLING; DATA STRUCTURES; DATABASE SYSTEMS; MATHEMATICAL TRANSFORMATIONS; PATTERN RECOGNITION;

INCREMENTAL SEQUENCE MINING; LATTICE STRUCTURE; SEQUENTIAL PATTERN;

DATA MINING;

EID: 42549097963     PISSN: 15539105     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (6)

1. R.Agrawal, R.Srikant. 'Mining Sequential Patterns.' P.Yu, A.Chen. Proc. of the 11th Int. Conf. on Data Engineering, Taipei, Taiwan, Los Alamitos, CA, IEEE Computer Society, 1995, pp.3-14.
2. C.Cho, Y.Wu, C.Arbee. 'Effective Database Transformation and Efficient Support Computation for Mining Sequential Patterns' Pro. of the 10th Int. Conf. on Database Systems for Advanced Applications, Beijing, China, Springer-Verlag, 2005, pp.163-174.
3. J.Ayres, J. Flannick J.E.Gehrke, and T. Yiu, 'Sequential pattern Mining using A Bitmap Representation', In ACM SIGKDD Conference, 2002, pp.429-435.
4. Hong Cheng, Xifeng Yan and Jiawei Han. 'IncSpan: Incremental Mining of Sequential Patterns in Large Database.' In: Proc ACM-SIGMOD Int Conf Knowledge Discovery in Database, 2004, pp.527-532.
5. A. A. Veloso, W. Meira Jr., M. B. de Carvalho, B. Possas, S. Parthasarathy, and M. J. Zaki. 'Mining frequent itemsets in evolving databases.' In Proc. 2nd SIAM Intl. Conf. on Data Mining. Arlington, VA, Apr. 2002.
6. Jia-dong Ren, and Xiao-Lei Zhou, 'An efficient algorithm for incremental mining of sequential patterns', In 4th International Conference on Machine Learning and Cybernetics, ICMLC 2005, pp. 179-188.