Expert Knowledge-Guided Bayesian Belief Networks for Predicting Bridge Pile Capacity

Keyphrases

• Expert Knowledge 100%
• Bayesian Network 100%
• Knowledge-guided 100%
• Pile Capacity 100%
• Bridge pile 100%
• Machine Learning Models 18%
• Large-scale Bridge 18%
• Design Quality 9%
• Knowledge Base 9%
• Predictive Analytics 9%
• Assure 9%
• Quality Assurance 9%
• White-box 9%
• Discretized 9%
• Data-driven Decision Making 9%
• Evaluation Model 9%
• Evaluation Results 9%
• Graphical Models 9%
• Delphi Method 9%
• Unseen 9%
• Data Preprocessing Technique 9%
• Bayesian Learning 9%
• Design Assurance 9%
• Bearing Capacity 9%
• Bridge pile Foundation 9%
• Black Box Machine Learning 9%
• Bridge Projects 9%
• White-box Model 9%
• White-box Machine Learning 9%
• Capacity Prediction 9%

Engineering

• Pile Capacity 100%
• Bayesian Belief Network Model 50%
• Data Point 16%
• Black Box 16%
• Construction Design 16%
• Data Preprocessing 16%
• Bearing Capacity 16%
• Testing Set 16%
• Pile Foundations 16%
• Box Model 16%