Book Companion
Machine Learning for Transportation Research and Applications
Edition 1
Welcome to the Companion site for Machine Learning for Transportation Research and Applications, 1st Edition
Welcome to the Companion site for Machine Learning for Transportation Research and Applications, 1st Edition
This site includes:
Introduction and Environment Setup:
Transportation Data and Sensing:
Machine Learning Basics:
Fully Connected Neural Network:
Convolutional Neural Network:
Recurrent Neural Network:
Reinforcement Learning:
Transfer Learning:
Graph Neural Network:
Generative Adversarial Network:
Edge and Parallel Artificial Intelligence:
Future Directions:
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