CRFormer: Complementary Reliability Perspective Transformer for Automotive Components Reliability Prediction Based on Claim Data

Keyphrases

• Accurate Model 20%
• Automobile 20%
• Automobile Claims 20%
• Automotive Components 100%
• Automotive Industry 20%
• Automotive Reliability 40%
• Claims Data 100%
• Component Reliability 100%
• Cost Savings 20%
• Decision Support 20%
• Evaluation Metrics 40%
• Excellent Performance 20%
• Failure Pattern 20%
• Input Sequence 20%
• Limited Information 40%
• Mileage 40%
• Model Prediction 20%
• Overall Evaluation 20%
• Pattern Similarity 20%
• Prediction Method 100%
• Production Cost 40%
• Quality Assurance 40%
• Reliability Prediction 100%
• Result Prediction 20%
• Similarity Evaluation 20%
• Survival Analysis 20%
• Transformer 100%
• Transformer Encoder 20%
• Transformer-based 20%
• Warranty Period 20%

Engineering

• Automotive Component 100%
• Automotives 20%
• Input Sequence 20%
• Input Term 60%
• Metrics 40%
• Model Prediction 20%
• Reliability Prediction 100%
• Similarities 20%