Ausgabe 3/2018
Special Issue on Probabilistic learning for optimal decision-making on civil insfrastructures under uncertain environments Guest Editors: Junho Song, Daniel Straub, Matteo Pozzi
Inhalt (14 Artikel)
Probabilistic Learning for Decision-making on Civil Infrastructures
Investigation of the Probability of a Safe Evacuation to Succeed in Subway Fire Emergencies Based on Bayesian Theory
Jinghong Wang, Wenyu Yan, Han Xu, Youran Zhi, Zhirong Wang, Juncheng Jiang
Probabilistic Learning for Decision-making on Civil Infrastructures
A Resilience Model for Engineered Slopes Subject to Anchor Corrosion
Xue-You Li, Zeng-Bin Fan, Tao Lu, Te Xiao, Li-Min Zhang
Probabilistic Learning for Decision-making on Civil Infrastructures
Improved Probabilistic Modeling of Wind Speed in the Context of Structural Risk Assessment
Jianjun Qin
Probabilistic Learning for Decision-making on Civil Infrastructures
A Probabilistic Safety Evaluation Framework for Multi-Hazard Assessment in a Bridge using SO-MARS Learning Model
Kuo-Wei Liao, Nhat-Duc Hoang, Jessica Gitomarsono
Probabilistic Learning for Decision-making on Civil Infrastructures
Structural System Reliability Analysis Based on Improved Explicit Connectivity BNs
Qiang Wang, Ziyan Wu
Probabilistic Learning for Decision-making on Civil Infrastructures
Deep BBN Learning for Health Assessment toward Decision-Making on Structures under Uncertainties
Hong Pan, Guoqing Gui, Zhibin Lin, Changhui Yan
Probabilistic Learning for Decision-making on Civil Infrastructures
Prediction of Slope Stability using Naive Bayes Classifier
Xianda Feng, Shuchen Li, Chao Yuan, Peng Zeng, Yang Sun
Probabilistic Learning for Decision-making on Civil Infrastructures
Modified Factor for Segmented Pipes in Chinese Pipe Seismic Design Code Based on Probability Density Evolution Method
Wei Liu, Zhaoyang Song, Huiquan Miao
Probabilistic Learning for Decision-making on Civil Infrastructures
Developing Short Term Drought Severity-Duration-Frequency Curves for Kerala Meteorological Subdivision, India Using Bivariate Copulas
S. Adarsh, S. Karthik, M. Shyma, G. Das Prem, A. T. Shirin Parveen, Narayan Sruthi
Probabilistic Learning for Decision-making on Civil Infrastructures
An Improved Non-parametric Bayesian Independence Test for Probabilistic Learning of the Dependence Structure Among Continuous Random Variables
Ji-Eun Byun, Junho Song, Kilian Zwirglmaier, Daniel Straub
Probabilistic Learning for Decision-making on Civil Infrastructures
A Bayesian Learning Method for Structural Damage Assessment of Phase I IASC-ASCE Benchmark Problem
Chang Kook Oh, James L. Beck
Probabilistic Learning for Decision-making on Civil Infrastructures
Reliability Based Structural Topology Optimization Considering Non-stationary Stochastic Excitations
Zhiqiang Hu, Ziqi Wang, Cheng Su, Haitao Ma
Probabilistic Learning for Decision-making on Civil Infrastructures
Response Spectrum Code-Conforming PEER PBEE using Stochastic Dynamic Analysis and Information Theory
Umberto Alibrandi, Khalid M. Mosalam
Probabilistic Learning for Decision-making on Civil Infrastructures
Gaussian Process Regression and Classification for Probabilistic Damage Assessment of Spatially Distributed Systems
Matteo Pozzi, Qiaochu Wang