Learning Dynamic and Hierarchical Traffic Spatiotemporal Features With Transformer

Improving flex-route transit services with modular autonomous vehicles

(2021) Xiaohan Liu et al.   TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW

Video-Based Detection Infrastructure Enhancement for Automated Ship Recognition and Behavior Analysis

(2020) Xinqiang Chen et al.   JOURNAL OF ADVANCED TRANSPORTATION

The State-of-the-Art Review on Applications of Intrusive Sensing, Image Processing Techniques, and Machine Learning Methods in Pavement Monitoring and Analysis

(2020) Yue Hou et al.   Engineering

High-Resolution Vehicle Trajectory Extraction and Denoising From Aerial Videos

(2020) Xinqiang Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes

(2018) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction

(2017) Xiaolei Ma et al.   SENSORS

Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks

(2017) Haiyang Yu et al.   SENSORS

A recurrent neural network based microscopic car following model to predict traffic oscillation

(2017) Mofan Zhou et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting

(2016) Pinlong Cai et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A gradient boosting method to improve travel time prediction

(2015) Yanru Zhang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

(2015) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Short-term traffic forecasting: Where we are and where we’re going

(2014) Eleni I. Vlahogianni et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Travel Mode Choice Modeling with Support Vector Machines

(2009) Yunlong Zhang et al.   TRANSPORTATION RESEARCH RECORD