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USE OF MULTIVARIATE MACHINE LEARNING ANALYSIS TECHNIQUES FOR FLOOD RISK PREVENTION
flood risk data Machine Learning Prediction
2018/4/18
Natural disasters such as flood are regarded to be caused by extreme weather conditions as well as changes in global and regional climate.
The prediction of flood incoming is a key factor to ensure c...
Fatality and influence factors in high-casualty fires: A correspondence analysis
Correspondence analysis Fatality statistics Influence factor High-causality fires
2012/4/12
2011-12-27
Abstract
The technology of correspondence analysis was applied to high-casualty fire data in China. The aim of this study was to investigate the associations between fatality levels and i...
Methodology for estimating the probability of failure by sliding in concrete gravity dams in the context of risk analysis
Dam safety Structural reliability Risk analysis Numerical modeling
2012/4/26
Dam safety based on risk analysis methodologies demand quantification of the risk of the dam-reservoir system. This means that, for a given initial state of the system, and for the several failure mod...
Research on flood risk analysis and evaluation method based on variable fuzzy sets and information diffusion
Variable fuzzy sets Information diffusion Analytical hierarchy process Flood risk assessment
2012/3/26
Floods have become increasingly alarming worldwide. Flood risk management in terms of assessing disaster risk properly is a great challenge that society faces today. Natural disaster risk analysis is ...
Estimation of a quantity of interest in uncertainty analysis: Some help from Bayesian decision theory
Uncertainty analysis Decision theory Epistemic uncertainty Bayes estimation Predictive estimation
2012/4/22
In the context of risk analysis under uncertainty, we focus here on the problem of estimating a so-called quantity of interest of an uncertainty analysis problem, i.e. a given feature of the probabili...
Quantitative risk analysis of oil and gas drilling, using Deepwater Horizon as case study
Quantitative risk analysis Blowout Deepwater Horizon
2012/4/22
According to the National Commission on the BP Deepwater Horizon Oil Spill and Offshore Drilling, the Macondo blowout requires a reassessment of the risks associated with offshore drilling. The Commis...