Transformer-based map-matching model with limited labeled data using transfer-learning approach

Keyphrases

• Transformer-based 100%
• Matching Model 100%
• Map Matching 100%
• Limited Labeled Data 100%
• Transfer Learning Model 100%
• Trajectory Data 18%
• Matching Process 18%
• Matching Problem 18%
• Model-driven Development 9%
• Trajectory Basis 9%
• Deep Learning Methods 9%
• Transformer 9%
• Two-level 9%
• Labeled Data 9%
• Road Network 9%
• Matching Task 9%
• Model Performance 9%
• Data Environment 9%
• Digital Map 9%
• Matching Mechanism 9%
• Matching Method 9%
• Spatial Trajectory 9%
• Development Cost 9%
• Rule-based Algorithm 9%
• Transformer Model 9%
• External Relations 9%
• Segment-level 9%
• Average Hamming Distance 9%
• Internal Correlations 9%

Computer Science

• Limited Labeled Data 100%
• Transfer Learning 100%
• Learning Approach 100%
• Matching Model 100%
• Trajectory Data 40%
• Matching Process 40%
• Model Development 20%
• Performance Model 20%
• Internal Data 20%
• External Relation 20%
• Hamming Distance 20%
• Deep Learning Method 20%
• Transformer Model 20%