Extraction of spatial rules using a decision tree method: A case study in Urban growth modeling

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

Volumn 4251 LNAI - I, Issue , 2006, Pages 203-211

  Kim, Jungyeop ^a   Kang, Yunhee ^a   Hong, Sungeon ^b   Park, Soohong ^a  

^a Inha University   (South Korea)

^b Chongju University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); DATA MINING; DECISION THEORY; KNOWLEDGE ACQUISITION; STATISTICAL METHODS; TREES (MATHEMATICS);

CELLULAR AUTOMATA (CA); DECISION TREE METHOD; SPATIAL RULES; URBAN GROWTH MODELING;

FEATURE EXTRACTION;

EID: 33750716482     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11892960_25     Document Type: Conference Paper

References (10)

1. Chang-young Choi: Urban Growth Modelling by Cellular Automata. M.A. dissertation. Graduate School Gyeongsang National University (2001).
2. Jae-Joon Jeong, Chang-Moo Lee, Yong-Il Kim: Developments of Cellular Automata Model for the Urban Growth. Korean Planner Association. Vol 37. No 1 (2002).
3. Jiawei Han, Micheline Kamber: Data Mining Concepts and Techniques. MORGAN KAUFMANN PUBLISHERS (2001).
4. Jin Chen, peng Gong, Chunyang He, Wei Luo, Masayuki Tamura, and Peijun Sho: Assessment of the Urban Development Plan of Beijing by Using a CA-Based Urban Growth Model. Photogrammetric Engineering & Remote Sensing. Vol 68. NO 10 (2002) 1063-1071.
5. Nam-Sik Jang, Sung-Wann Hong, Jae-Ho Jang: DataMining. Daechung media (2002).
6. Soohong Park: Design and implementation of An Integrated CA-GIS System. The Journal of Geographic Information System Association of Korea. Vol 9. No 2 (2001) 185-206.
7. Soohong Park, Yong-Gin Joo, and Yun-Ho Shin: Design and Development of a Spatio-Temporal GIS Database for Urban Growth Modeling and Prediction. The Geographical Journal of Korea. Vol 36. No 4 (2002) 313-326.
8. Xinsheng Zhang and Yeqiao Wang: Spatial Dynamic Modeling for Urban Development. Photogrammetric Engineering & Remote Sensing. Vol 67. NO 9 (2001) 1049-1057.
9. Youngok kang,Soohong Park: A Study on the Urban Growth Forecasting for the Seoul Metropolitan Area. Journal of the Korean Geographical Society (2000) 621-639.
10. http://www.ncgia.ucsb.edu/projects/gig/.