Multi-classifier information fusion in risk analysis

• Main Authors: Pan, Yue, Zhang, Limao, Wu, Xianguo, Skibniewski, Miroslaw J.
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Civil engineering; Structural Health Monitoring; Risk Analysis
• Online Access: https://hdl.handle.net/10356/155275
• Institution: Nanyang Technological University

This paper develops a novel multi-classifier information fusion approach that integrates the probabilistic support vector machine (SVM) and the improved Dempster-Shafer (D-S) evidence theory to support risk analysis under uncertainty. Safety levels for various risk factors can be classified separate...