Trajectory Prediction for Marine Vessels using Historical AIS Heatmaps and Long Short-Term Memory Networks*

Engineering

• Trajectories 100%
• Estimation Scheme 60%
• Automatic Identification System 60%
• Algorithm 20%
• Historical Data 20%
• Multiple Time 20%
• Collision Avoidance 20%
• Data Point 20%
• Long Short-Term Memory 20%

Computer Science

• Estimation Scheme 60%
• Uncertainty 40%
• Valuable Information 20%
• Network Configuration 20%
• Memory Model 20%
• Good Candidate 20%
• Baseline Method 20%
• Historical Data 20%
• Driven Approach 20%
• Long Short-Term Memory Network 20%
• Generative Adversarial Networks 20%

Mathematics

• Avoid Conflict 20%