Deriving high confidence rules from spatial data using Peano count trees

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

Volumn 2118, Issue , 2001, Pages 91-102

  Perrizo, William ^a   Ding, Qin ^a   Ding, Qiang ^a   Roy, Amalendu ^a  

^a North Dakota State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURAL ROBOTS; FORESTRY; GEOMETRY; INFORMATION MANAGEMENT;

AGRICULTURAL PESTS; APRIORI ALGORITHMS; CONFIDENT RULES; HIGH CONFIDENCE; OVERFITTING; RESOURCE LOCATION; SPATIAL DATA; SPATIAL DATASETS;

TREES (MATHEMATICS);

EID: 84974688516     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-47714-4_9     Document Type: Conference Paper

References (16)

1. R. Agrawal, T. Imielinski, A. Swami. Mining Association Rules Between Sets of Items in Large Database. ACM SIGMOD 1993
2. R. Agrawal, R. Srikant. Fast Algorithms for Mining Association Rules. VLDB 1994
3. R. Srikant, R. Agrawal. Mining Quantitative Association Rules in Large Relational Tables. ACM SIGMOD 1996
4. J. S. Park, M. Chen, P. S. Yu. An effective Hash-Based Algorithm for Mining Association Rules. ACM SIGMOD 1995
5. J. Han, J. Pei, Y. Yin. Mining Frequent Patterns without Candidate Generation. ACM SIGMOD 2000
6. R. J. Bayardo. Brute-Force Mining of High-Confidence Classification Rules. KDD 1997
7. E. Cohen, et al. Finding Interesting Associations without Support Pruning. VLDB 2000
8. K. Wang, S. Zhou, Y. He. Growing Decision Trees on Support-less Association Rules. KDD 2000
9. V. Gaede, O. Gunther. Multidimensional Access Methods. Computing Surveys, 30(2), 1998
10. H. Samet. The quadtree and related hierarchical data structure. ACM Computing Survey, 16, 2, 1984
11. H. Samet. Applications of Spatial Data Structures. Addison-Wesley, 1990
12. H. Samet. The Design and Analysis of Spatial Data Structures. Addison-Wesley, 1990
13. R. A. Finkel, J. L. Bentley. Quad trees: A data structure for retrieval of composite keys. Acta Informatica, 4, 1, 1974
14. HH-code. Available at http://www.statkart.no/nlhdb/iveher/hhtext.htm
15. B. Liu, W. Hsu, Y. Ma. Integrating classification and association rule mining. KDD 1998
16. J. Dong, W. Perrizo, Q. Ding and J. Zhou. The Application of Association Rule Mining on Remotely Sensed Data. ACM Symposium on Applied Computing, 2000.