Tree growth based episode mining without candidate generation

Proceedings of the International Conference on Artificial Intelligence IC-AI 2003

Volumn 1, Issue , 2003, Pages 108-114

  Baumgarten, M ^a   Buchner A G ^a   Hughes, J G ^a  

^a UNIVERSITY OF ULSTER   (United Kingdom)

Author keywords

Data mining methods; Episodes mining; Pattern discovery

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; DATA STRUCTURES; DATABASE SYSTEMS; PATTERN RECOGNITION;

EPISODES MINING; PATTERN DISCOVERY; TREE GROWTH BASED METHOD;

DATA MINING;

EID: 1642393094     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. R. Agrawal, S. Srikant: Fast Algorithms for Mining Association Rules, Proc. Of the 20th VLDB Conference, Santiago, Chile, 1994
2. J.Han, J.Pei; Mining Frequent Patterns by Pattern-Growth: Methodology and Implications; ACM SIGKDD, Dec. 2000.
3. Cheng Lin, Ching Yun, Ming Chen; Utilizing slice scan and selective hash for episode mining; 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2001)
4. H. Mannila, H. Toivonen, A. Verkamo; Discovering Frequent Episodes in Sequences; Proceedings of the International Conference on Knowledge Discovery and Data Mining; 1995
5. H. Mannila, H. Toivonen, A.I. Verkamo. Discovery of Frequent Episodes in Event Sequences, Data Mining and Knowledge Discovery, 1:259-289, 1997.