• TRB 100th Annual Meeting - A Virtual Event

      January 24–28, 2021

    • Online Program


Annual Meeting Event Detail

Workshop 1028

1028 - Applications of Machine Learning to Transportation

Friday, January 22 10:00 AM- 1:00 PM ET
Workshop | AICP Certification
David Reinke, Kittelson & Associates, Inc. (KAI),
Mecit Cetin, Old Dominion University

Sponsored by:
Standing Committee on Artificial Intelligence and Advanced Computing Applications (AED50)

This workshop will provide recent in-depth examples that illustrate how ML can be applied to solve practical transportation problems. The presentations will focus on how ML methods are developed, tested, and deployed to solve different types of challenging problems including demand and traffic prediction, asset management, event detection and classification, traffic safety, system control, traffic management, etc. 

No agenda available

Title Presentation Number
Edge AI and Computer Vision for Real-Time Near-Crash Detection for Automated Vehicle Testing
Yinhai Wang, University of Washington
Show Abstract
Applications of Deep Machine Learning to Highway Safety and Usage Assessment
Mei Chen, Kentucky Transportation Center
Show Abstract
Reference-Free Video-to-Real Distance Approximation-Based Urban Social Distancing by re-training previously trained Convolutional Neural Networks Amid COVID-19 Pandemic
Kaan Ozbay, New York University
Show Abstract
A Reinforcement Learning-based Controller for Connected Autonomous Vehicles with Multi-source Inputs
Yu Wang, Georgia Institute of Technology (Georgia Tech)
Show Abstract
Real-time forecasting of micromobility demand: A context-aware recurrent multigraph convolutional neural network approach
Yiming Xu, University of Florida
Show Abstract

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