Graph attention temporal convolutional network for traffic speed forecasting on road networks

Distributed Cooperative Backpressure-Based Traffic Light Control Method

(2019) Shenxue Hao et al.   JOURNAL OF ADVANCED TRANSPORTATION

Day-ahead traffic flow forecasting based on a deep belief network optimized by the multi-objective particle swarm algorithm

(2019) Linchao Li et al.   KNOWLEDGE-BASED SYSTEMS

Real-Time Dynamic Traffic Control Based on Traffic-State Estimation

(2019) Afzal Ahmed et al.   TRANSPORTATION RESEARCH RECORD

Multistep speed prediction on traffic networks: A deep learning approach considering spatio-temporal dependencies

(2019) Zhengchao Zhang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Short-term prediction of lane-level traffic speeds: A fusion deep learning model

(2019) Yuanli Gu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

An Improved Bayesian Combination Model for Short-Term Traffic Prediction With Deep Learning

(2019) Yuanli Gu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Cooperative Method of Traffic Signal Optimization and Speed Control of Connected Vehicles at Isolated Intersections

(2018) Biao Xu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Analyzing travel time reliability and its influential factors of emergency vehicles with generalized extreme value theory

(2018) Zhenhua Zhang et al.   Journal of Intelligent Transportation Systems

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

(2017) Xiaolei Ma et al.   SENSORS

Online calibration for microscopic traffic simulation and dynamic multi-step prediction of traffic speed

(2016) Vasileia Papathanasopoulou 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

Speed limit and ramp meter control for traffic flow networks

(2015) Paola Goatin et al.   ENGINEERING OPTIMIZATION

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

A novel work zone short-term vehicle-type specific traffic speed prediction model through the hybrid EMD–ARIMA framework

(2015) Haizhong Wang et al.   Transportmetrica B-Transport Dynamics

Big data and its technical challenges

(2014) H. V. Jagadish et al.   COMMUNICATIONS OF THE ACM

Short-Term Traffic Flow Forecasting: An Experimental Comparison of Time-Series Analysis and Supervised Learning

(2013) Marco Lippi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS