Mining multi-dimensional constrained gradients in data cubes

VLDB 2001 - Proceedings of 27th International Conference on Very Large Data Bases

Volumn , Issue , 2001, Pages 321-330

  Dong, Guozhu ^a   Han, Jiawei ^b   Lam, Joyce ^b   Pei, Jian ^b   Wang, Ke ^b  

^a WRIGHT STATE UNIVERSITY   (United States)

^b SIMON FRASER UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CELLS; COMPUTATIONAL EFFICIENCY; CYTOLOGY; DATA COMPRESSION; PROBES;

BI-DIRECTIONAL; BIG CHANGES; COMPUTATION PROCESS; GRADIENT ANALYSIS; MULTI DIMENSIONAL; MUTATION OPERATIONS; PERFORMANCE STUDY; TREE STRUCTURES;

TREES (MATHEMATICS);

EID: 0012269410     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. S. Agarwal, R. Agrawal, P. M. Deshpande, A. Gupta, J. F. Naughton, R. Ramakrishnan, and S. Sarawagi. On the computation of multidimensional aggregates. VLDB'96.
2. Y. Aumann and Y. Lindell. A statistical theory for quantitative association rules. KDD'99.
3. K. Beyer and R. Ramakrishnan. Bottom-up computation of sparse and iceberg cubes. SIGMOD'99.
4. S. Chaudhuri and U. Dayal. An overview of data warehousing and OLAP technology. ACM SIGMOD Record, 26:65-74, 1997.
5. G. Dong and J. Li. Efficient mining of emerging patterns: Discovering trends and differences. KDD'99.
6. M. Fang, N. Shivakumar, H. Garcia-Molina, R. Motwani, and J. D. Ullman. Computing iceberg queries efficiently. VLDB'98.
7. G. Grahne, L. Lakshmanan, and X. Wang. Efficient mining of constrained correlated sets. ICDE'99.
8. J. Han, J. Pei, G. Dong, and K. Wang. Efficient computation of iceberg cubes with complex measures. ACMSIGMOD' 01.
9. T. Imielinski, L. Khachiyan, and A. Abdulghani. Cubegrades: Generalizing association rules. Tech. Rep., Dept. Computer Science, Rutgers Univ., Aug. 2000.
10. R. Ng, L. V. S. Lakshmanan, J. Han, and A. Pang. Exploratory mining and pruning optimizations of constrained associations rules. ACM-SIGMOD'98.
11. J. Pei, J. Han, and L. V. S. Lakshmanan. Mining frequent itemsets with convertible constraints. ICDE'01.
12. S. Sarawagi, R. Agrawal, and N. Megiddo. Discoverydriven exploration of OLAP data cubes. EDBT'98.
13. R. Srikant, Q. Vu, and R. Agrawal. Mining association rules with item constraints. KDD'97.