Risk preference based support vector machine inference model for slope collapse prediction

Automation in Construction

Volumn 22, Issue , 2012, Pages 175-181

  Cheng, Min Yuan ^a   Wu, Yu Wei ^a   Chen, Kuan Lin ^a  

^a NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

Fast messy genetic algorithm; Rank dependent expected utility theory; Risk preference; Slope collapse; Support vector machine

Indexed keywords

FAST MESSY GENETIC ALGORITHMS; RANK-DEPENDENT; RISK PREFERENCE; SLOPE COLLAPSE; SUPPORT VECTOR;

DECISION MAKING; FORECASTING; GENETIC ALGORITHMS;

SUPPORT VECTOR MACHINES;

EID: 84857367962     PISSN: 09265805     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.autcon.2011.06.015     Document Type: Conference Paper

References (18)

1. Liao, Lee, Dong, Wu, and Wu Performance analysis of damaged retaining structures of roadway slopes in Taiwan - statistic analysis of failure case studies Research Projects Science & Technology Advisors Office Ministry of Transportation and Communications 2004 [in Chinese]
2. Lee The optimization of mitigation for roadway slope failure, in Chinese Research Projects Science & Technology Advisors Office Ministry of Transportation and Communications 2003 [in Chinese]
3. Wei-chun Chao, "Application of Gaussian processes on slope failure predication along Alishan Mountain Road", National Taiwan University of Science and Technology, master thesis, in Chinese, 2005.
4. Tsai, I-Ta, "Real-time evaluation and test for the occurrence probability of debris flows of the first order streams in the Nan-Tou Area", National Taiwan University, master thesis, in Chinese, 2002.
5. Yuh-Pin Lu, "Evaluation of highway slope failure using artificial neural networks", Leader University, master thesis, in Chinese, 2003.
6. Jiun-Yu Li, "Application of Gaussian processes on slope failure predication along Route T21 Road in Taiwan", National Taiwan University of Science and Technology, master thesis, in Chinese, 2006.
7. R.J. Lilford, and N. Johnson The alpha and beta errors in randomized trials The New England Journal of Medicine 322 1990 780 781
8. Min-Yuan Cheng, and Yu-Wei Wu Evolutionary support vector machine inference system for construction management Automation in Construction 18 5 2009 597 604
9. J. Von Neumann, and O. Morgenstern Theory of Games and Economic Behavior 2nd ed. 1947 Princeton University Press Princeton, NJ
10. Milton Friedman, and L.J. Savage Utility analysis of choices involving risk Journal of Political Economy 56 4 1948 279 304
11. J. Quiggin A theory of anticipated utility Journal of Economic Behaviour and Organization 3 1982 323 343
12. A. Tversky, and D. Kahneman Advances in prospect theory: cumulative representation of uncertainty Journal of Risk and Uncertainty 5 4 1992 297 323
13. M. Abdellaoui Parameter-free elicitation of utility and probability weighting functions Management Science 46 2000 1497 1512
14. M. Abdellaoui, F. Vossmann, and M. Weber Choice-based elicitation and decomposition of decision weights for gains and losses under uncertainty Management Science 51 9 2005
15. Han Bleichrodt, and Jose Luis Pinto A parameter-free elicitation of the probability weighting function in medical decision analysis Management Science 46 11 2000
16. Jianye Ching, Hung-Jiun Liao, and Lee Jiun-Yu "Predicting probabilities of landslides along a mountain road in Taiwan" Geotechnique 61 2 2011 153 166
17. Thorsten Joachims Transductive inference for text classification using support vector machines International Conference on Machine Learning (ICML) 1999
18. Jhao-Bo Hsu, "A study of landslide damage risk evaluation model for mountain roads", National Taiwan University of Science and Technology, master thesis, in Chinese, 2006.