Modeling and Testing Landslide Hazard Using Decision Tree
作者： Mutasem Sh. Alkhasawneh , Umi Kalthum Ngah , Lea Tien Tay , Nor Ashidi Mat Isa , Mohammad Subhi Al-Batah
DOI: 10.1155/2014/929768
关键词:
摘要: … This paper proposes a decision tree model … Decision tree models are used for prediction, classification, and factors importance and are usually represented by an easy to interpret tree …
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Wei-Yin Loh, Yu-Shan Shih, SPLIT SELECTION METHODS FOR CLASSIFICATION TREES ,(1997)
Pawel Lewicki, Thomas Hill, Statistics : methods and applications : a comprehensive reference for science, industry, and data mining Published in <b>2006</b> in Tulsa, Okla. :[United Kingdom] by StatSoft ;[StatSoft Ltd.]. ,(2006)
Mark A. Hall, Ian H. Witten, Eibe Frank, Data Mining: Practical Machine Learning Tools and Techniques ,(1999)
Richard A Olshen, Charles J Stone, Leo Breiman, Jerome H Friedman, Classification and regression trees ,(1983)
David Biggs, Barry De Ville, Ed Suen, A method of choosing multiway partitions for classification and decision trees Journal of Applied Statistics. ,vol. 18, pp. 49- 62 ,(1991) , 10.1080/02664769100000005
P.M. Atkinson, R. Massari, Generalised linear modelling of susceptibility to landsliding in the Central Apennines, Italy Computers & Geosciences. ,vol. 24, pp. 373- 385 ,(1998) , 10.1016/S0098-3004(97)00117-9
Graciela Metternicht, Lorenz Hurni, Radu Gogu, Remote sensing of landslides: An analysis of the potential contribution to geo-spatial systems for hazard assessment in mountainous environments Remote Sensing of Environment. ,vol. 98, pp. 284- 303 ,(2005) , 10.1016/J.RSE.2005.08.004
Bettina Neuhäuser, Birgit Terhorst, Landslide susceptibility assessment using “weights-of-evidence” applied to a study area at the Jurassic escarpment (SW-Germany) Geomorphology. ,vol. 86, pp. 12- 24 ,(2007) , 10.1016/J.GEOMORPH.2006.08.002
C. F. Lee, J. Li, Z. W. Xu, F. C. Dai, Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong Environmental Earth Sciences. ,vol. 40, pp. 381- 391 ,(2001) , 10.1007/S002540000163
Young-Kwang Yeon, Jong-Gyu Han, Keun Ho Ryu, Landslide susceptibility mapping in Injae, Korea, using a decision tree Engineering Geology. ,vol. 116, pp. 274- 283 ,(2010) , 10.1016/J.ENGGEO.2010.09.009