Tools & Code

Platforms

• Traffic Performance Score (TPS) Platform [Website][YouTube]
  • TPS indicating the overall performance of the freeway networks in the Greater Seattle area is calculated and visualized.
• Digital Roadway Interactive Visualization and Evaluation Network (DRIVE Net) [Website][YouTube][Report]
  • A Transportation Big Data Storage, Management, Analytics, and Sharing Platform

Tools & Code

1. Traffic Graph Convolution Recurrent Neural Network [Git][arXiv]
2. Stacked Bidirectional and Unidirectional LSTM (SBU-LSTM) [Git][arXiv]
3. Gated Recurrent Unit (GRU) dealing with missing values (GRU-D) [Git][doi]
4. Graph Markov Network [Git][doi][post]