Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

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Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

Preparation of landslide susceptibility map is the first step for landslide hazard mitigation and risk assessment. The main aim of this study is to explore potential applications of two new models such as two-class Kernel Logistic Regression (KLR) and Alternating Decision Tree (ADT) for landslide...

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Bibliographic Details
Main Authors:	Haoyuan, Hong, Pradhan, Biswajeet, Chong, Xu, Dieu, Tien Bui
Format:	Article
Language:	English
Published:	Elsevier 2015
Online Access:	http://psasir.upm.edu.my/id/eprint/46353/ http://psasir.upm.edu.my/id/eprint/46353/1/Spatial%20prediction%20of%20landslide%20hazard%20at%20the%20Yihuang%20area%20%28China%29%20using%20two-class%20kernel%20logistic%20regression%2C%20alternating%20decision%20tree%20and%20support%20vector%20machines.pdf

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