Bridge Infrastructure Asset Management System: Comparative Computational Machine Learning Approach for Evaluating and Predicting Deck Deterioration Conditions

Keyphrases

• Machine Learning Approach 100%
• Asset Management System 100%
• Infrastructure Asset Management 100%
• Bridge Deck 100%
• Bridge Infrastructure 100%
• Deterioration Condition 100%
• Computational Data 66%
• Transportation Agencies 66%
• Missouri 33%
• Prediction Accuracy 33%
• Artificial Neural Network 33%
• Data-driven Approach 33%
• Machine Learning Models 33%
• Construction Operations 33%
• Effective Distribution 33%
• K-nearest 33%
• Heavy Traffic 33%
• Effective Procedure 33%
• Varying Temperature 33%
• Abrasive 33%
• Efficient Procedure 33%
• Data-driven Framework 33%
• Maintenance Repair 33%
• Bridge Deck Deterioration 33%
• Safety Integrity 33%
• Site Inspection 33%
• Harsh Conditions 33%
• Maintenance & Rehabilitation 33%
• Road Salt 33%

Engineering

• Infrastructure 100%
• Asset Management 100%
• Learning Approach 100%
• Bridge Decks 100%
• Deterioration Condition 100%
• Road 25%
• Artificial Neural Network 25%
• Nearest Neighbor 25%
• Operation and Maintenance 25%
• Harsh Condition 25%
• Site Inspection 25%
• Development Phase 25%