Mining closed frequent itemsets in sliding window over data streams

3rd International Conference on Innovative Computing Information and Control, ICICIC'08

Volumn , Issue , 2008, Pages

  Ren, JiaDong ^a   Huo, Cong ^a  

^a YANSHAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; DECODING; ELECTRIC CURRENTS; RIVERS; WINDOWS;

CLOSED ITEMSETS; DATA STREAMING; FREQUENT ITEMSETS; INTERNATIONAL CONFERENCES; ITEMSETS; PROCESSING TIME; SLIDING WINDOWS; WINDOW SIZES;

MINING;

EID: 52449131829     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICIC.2008.358     Document Type: Conference Paper

References (5)

1. G. S. Manku, R. Motwani, "Approximate frequency counts over data streams", Proceeding of the 28th International Conference on VLDB, Hong Kong, 2002.
2. C. Giannella, J. Han, J. Pei, X. Yan, P. S. Yu, "Mining frequent patterns in data streams at multiple time granularities", Proceedings of the NSF Workshop on Next Generation Data Mining, pp. 191 -212, November 2002.
3. J. Cheng, Y. Ke, and W. Ng, "Maintaining Frequent Itemsets over High-Speed Data Streams", Proceedings of the 10th PAKDD, 2006.
4. Y. Chi, H. Wang, P. S. Yu, R. R. Muntz, "Moment: Maintaining closed frequent itemsets over a stream sliding window", Proceedings of ICDM2004, November 2004.
5. N. Jiang, L. Gruenwald, "CFI-Stream: mining closed frequent itemsets in data streams", Proceeding of the 12th ACM SIGKDD, Philadelphia, USA, pp. 592-597, 2006.