M2SP: Mining sequential patterns among several dimensions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3721 LNAI, Issue , 2005, Pages 205-216

  Plantevit, M ^a   Choong, Y W ^b,c   Laurent, A ^a   Laurent, D ^b   Teisseire, M ^a  

^a LIRMM   (France)

^b UNIVERSITÉ DE CERGY PONTOISE   (France)

^c HELP UNIVERSITY   (Malaysia)

Author keywords

Data Mining; Multidimensional Rules; Sequential Patterns

Indexed keywords

CORRELATION METHODS; DATABASE SYSTEMS; PATTERN RECOGNITION; SEQUENTIAL CIRCUITS;

JOKERIZED PATTERNS; MULTIDIMENSIONAL RULES; SCALABILITY; SEQUENTIAL PATTERNS; SYNTHETIC DATA;

DATA MINING;

EID: 33646432209     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11564126_23     Document Type: Conference Paper

References (11)

1. R. Agrawal and R. Srikant. Mining sequential patterns. In Proc. 1995 Int. Conf. Data Engineering (ICDE'95), pages 3-14, 1995.
2. K. Beyer and R. Ramakrishnan. Bottom-up computation of sparse and iceberg cube. In Proc. of ACM SIGMOD Int. Conf. on Management of Data, pages 359-370, 1999.
3. A. Casali, R. Cicchetti, and L. Lakhal. Cube lattices: A framework for multidimensional data mining. In Proc. of 3rd SIAM Int. Conf. on Data Mining, 2003.
4. S. de Amo, D. A. Furtado, A. Giacometti, and D. Laurent. An apriori-based approach for first-order temporal pattern mining. In Simpósio Brasileiro de Buncos de Dados, 2004.
5. T.G. Dietterich and R.S. Michalski. Discovering patterns in sequences of events. Artificial Intelligence, 25(2):187-232, 1985.
6. H. Mannila, H. Toivonen, and A.I. Verkamo. Discovering frequent episodes in sequences. In Proc. of Int. Conf. on Knowledge Discovery and Data Mining, pages 210-215, 1995.
7. F. Masseglia, F. Cathala, and P. Poncelet. The PSP Approach for Mining Sequential Patterns. In Proc. of PKDD, volume 1510 of LNCS, pages 176-184, 1998.
8. H. Pinto, J. Han, J. Pei, K. Wang, Q. Chen, and U. Dayal. Multi-dimensional sequential pattern mining. In ACM CIKM, pages 81-88, 2001.
9. R. Srikant and R. Agrawal. Mining Sequential Patterns: Generalizations and Performance Improvements. In Proc. of EDBT, pages 3-17, 1996.
10. J.D. Ullman. Principles of Database and Knowledge-Base Systems, volume I. Computer Science Press, 1988.
11. C.-C. Yu and Y.-L. Chen. Mining sequential patterns from multidimensional sequence data. IEEE Transactions on Knowledge and Data Engineering, 17(1): 136-140, 2005.