A new algorithm for fast discovery of maximal sequential patterns in a document collection

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

Volumn 3878 LNCS, Issue , 2006, Pages 514-523

  García Herńandez, René Arnulfo ^a   Martínez Trinidad, Jose Francisco ^a   Carrasco Ochoa, Jesus Ariel ^a  

^a INSTITUTO NACIONAL DE ASTROFÍSICA   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; COMPUTER SCIENCE; DATA MINING; DATABASE SYSTEMS; INFORMATION RETRIEVAL; PATTERN RECOGNITION; PROBLEM SOLVING; TEXT PROCESSING;

HUMAN READABLE PATTERNS; PATTERN-GROWTH BASED ALGORITHM; SEQUENTIAL PATTERN MINING; TEXTUAL DATABASE;

ALGORITHMS;

EID: 33745542053     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (11)

1. Fayyad, U., Piatetsky-Shapiro G. "Advances in Knowledge Discovery and Data mining". AAAI Press, 1996.
2. Feldman, R and Dagan, I. "Knowledge Discovery in Textual Databases (KDT)", In Proceedings of the 1st International Conference on Knowledge Discovery (KDD-95) 1995.
3. th Intl. Conf. Extending Database Discovery and Data Mining, 1996.
4. Pel, J, Han, et all: "PrefixSpan: Mining Sequential Patterns Efficiently by Prefix-Projected Pattern Growth" in Proc International Conference on Data Engineering (ICDE 01), 2001.
5. Antunes, C., Oliveira A. Generalization of Pattern-growth Methods for Sequential Pattern Mining with Gap Constraints. Third IAPR Workshop on Machine Learning and Data Mining MLDM'2003, 2003.
6. Ming-Yen Lin, Sun-Yin Lee, and Sheng-Shun Wang, "DELISP: Efficient Discovery of Generalized Sequential Patterns by Delimited Pattern-Growth Technology," Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD02), Taipei, Taiwan, pp. 189-209,2002.
7. http://kdd.ics.uci.edu/databases/reuters21578/reuters21578.html
8. Mohammed J. Zaki, Sequence Mining in Categorical Domains: Incorporating Constraints, in 9th International Conference on Information and Knowledge Management, pp 422-429, Washington, DC, November 2000.
9. Amir H. Youssefi, David J. Duke, Mohammed J. Zaki, "Visual Web Mining". 13th International World Wide Web Conference, New York, NY, 2004.
10. Jiawei Han and Micheline Kamber, Data Mining: Concepts and Techniques, Morgan Kaufmann Publishers, August 2000. c.9 &10.
11. Jian Pei, Jiawei Han, et. al. "Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach", IEEE Transactions on Knowledge and Data Engineering, Vol. 16, No. 10, October 2004.