Predicting building damages in mega-disasters under uncertainty: an improved Bayesian network learning approach

• المؤلفون الرئيسيون: Chen, Weiyi, Zhang, Limao
• مؤلفون آخرون: School of Civil and Environmental Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Civil engineering; Building Damage Prediction; Earthquake Disaster
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/159904

This paper develops a hybrid approach that integrates the cloud model and Bayesian networks (BNs) to predict building damages induced by earthquakes under uncertainty. The cloud model is used to perform data discretization for modeling information losses and uncertainties. The learned BN from the hi...