Interpolation techniques for geo-spatial association rule mining

Dan Li; Jitender Deogun; Sherri Harms

doi:10.1007/3-540-39205-x_93

Interpolation techniques for geo-spatial association rule mining

Dan Li, Jitender Deogun, Sherri Harms

Computer Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Association rule mining has become an important component of information processing systems due to significant increase in its applications. In this paper, our main objective is to find which interpolation approaches are best suited for discovering geo-spatial association rules from unsampled points. We investigate and integrate two interpolation approaches into our geo-spatial association rule mining algorithm. We call them pre-interpolation and post-interpolation approaches.

Original language	English (US)
Title of host publication	Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 9th International Conference, RSFDGrC 2003, Proceedings
Editors	Guoyin Wang, Qing Liu, Yiyu Yao, Andrzej Skowron
Publisher	Springer Verlag
Pages	573-580
Number of pages	8
ISBN (Print)	3540140409, 9783540140405
DOIs	https://doi.org/10.1007/3-540-39205-x_93
State	Published - 2003
Event	9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2003 - Chongqing, China Duration: May 26 2003 → May 29 2003

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	2639
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2003
Country/Territory	China
City	Chongqing
Period	5/26/03 → 5/29/03

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/3-540-39205-x_93

Cite this

Li, D., Deogun, J., & Harms, S. (2003). Interpolation techniques for geo-spatial association rule mining. In G. Wang, Q. Liu, Y. Yao, & A. Skowron (Eds.), Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 9th International Conference, RSFDGrC 2003, Proceedings (pp. 573-580). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2639). Springer Verlag. https://doi.org/10.1007/3-540-39205-x_93

Interpolation techniques for geo-spatial association rule mining. / Li, Dan; Deogun, Jitender; Harms, Sherri.
Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 9th International Conference, RSFDGrC 2003, Proceedings. ed. / Guoyin Wang; Qing Liu; Yiyu Yao; Andrzej Skowron. Springer Verlag, 2003. p. 573-580 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2639).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Li, D, Deogun, J & Harms, S 2003, Interpolation techniques for geo-spatial association rule mining. in G Wang, Q Liu, Y Yao & A Skowron (eds), Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 9th International Conference, RSFDGrC 2003, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 2639, Springer Verlag, pp. 573-580, 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2003, Chongqing, China, 5/26/03. https://doi.org/10.1007/3-540-39205-x_93

Li D, Deogun J, Harms S. Interpolation techniques for geo-spatial association rule mining. In Wang G, Liu Q, Yao Y, Skowron A, editors, Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 9th International Conference, RSFDGrC 2003, Proceedings. Springer Verlag. 2003. p. 573-580. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/3-540-39205-x_93

Li, Dan ; Deogun, Jitender ; Harms, Sherri. / Interpolation techniques for geo-spatial association rule mining. Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 9th International Conference, RSFDGrC 2003, Proceedings. editor / Guoyin Wang ; Qing Liu ; Yiyu Yao ; Andrzej Skowron. Springer Verlag, 2003. pp. 573-580 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Interpolation techniques for geo-spatial association rule mining

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