Processing sequential patterns in relational databases

Lecture Notes in Computer Science

Volumn 3589, Issue , 2005, Pages 438-447

  Shang, Xuequn ^a   Sattler, Kai Uwe ^b  

^a OTTO VON GUERICKE UNIVERSITY   (Germany)

^b ILMENAU UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; DATA REDUCTION; PATTERN RECOGNITION; QUERY LANGUAGES;

ASSOCIATION RULE MINING; SEQUENTIAL DATABASE; SEQUENTIAL PATTERN MINING; SEQUENTIAL PATTERNS;

RELATIONAL DATABASE SYSTEMS;

EID: 26844549119     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11546849_43     Document Type: Conference Paper

References (11)

1. R. Agrawal and R. Srikant. Mining sequential patterns. In Eleventh International Conference on Data Engineering, pages 3-14, Taipei, Taiwan, 1995. IEEE Computer Society Press.
2. C. Antunes and A. L. Oliveira. Sequential pattern mining algorithms: Trade-offs between speed and memory. In Second International Workshop on Mining Graphs, Trees and Sequences, Pisa, Italy, September 2004.
3. J. Ayres, J. Flannick, J. Gehrke, and T. Yiu. Sequential pattern mining using a bitmap representation. In KDD '02: Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, pages 429-435, New York, NY, USA, 2002. ACM Press.
4. S. Chaudhuri. Data mining and database systems: Where is the intersection? Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, 21(1), March 1998.
5. J. Han, Y. Fu, and W. Wang. Dmql: A data mining query language for relational database. In Proc. Of the 1996 SIGMOD workshop on research issues on data mining and knowledge discovery, Montreal, Canada, 1996.
6. J. Pei, J. Han, B. Mortazavi-Asl, H. Pinto, Q. Chen, U. Dayal, and M. Hsu. Prefixspan: Mining sequential patterns efficiently by prefixprojected pattern growth. In Proc. 2001 Int. Conf. Data Engineering (ICDE'01), pages =.
7. S. Sarawagi, S. Thomas, and R. Agrawal. Integrating association rule mining with relational database systems: Alternatives and implications. In Proc. 1998 ACM-SIGMOD Int. Conf. Management of Data (SIGMOD'98), pages 345-354, Seattle, WA, June 1998. ACM Press.
8. X. Shang and K. Sattler. Depth-first frequent itemset mining in relational databases. In Proc. ACM Symposium on Applied Computing SAC 2005, New Mexico, USA, 2005.
9. R. Srikant and R. Agrawal. Mining sequential patterns: Generalizations and performance improvements. In Proc. 5th Int. Conf. Extending Database Technology, EDBT, volume 1057, pages 3-17. Springer-Verlag, 25-29 1996.
10. S. Thomas and S. Sarawagi. Mining generalized association rules and sequential patterns using SQL queries. In Knowledge Discovery and Data Mining, pages 344-348, 1998.
11. M. Wojciechowski. Mining various patterns in sequential data in an sql-like manner. In ADBIS (Short Papers), pages 131-138, 1999.