A Comparison of Machine Learning Methods for the Prediction of Traffic Speed in Urban Places

Multisource Data Framework for Road Traffic State Estimation

(2018) Josep Maria Salanova Grau et al.   JOURNAL OF ADVANCED TRANSPORTATION

A regression tree approach using mathematical programming

(2017) Lingjian Yang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Dynamic route planning with real-time traffic predictions

(2017) Thomas Liebig et al.   INFORMATION SYSTEMS

Ensemble Learning for Short-Term Traffic Prediction Based on Gradient Boosting Machine

(2017) Senyan Yang et al.   Journal of Sensors

A Survey on Urban Traffic Management System Using Wireless Sensor Networks

(2016) Kapileswar Nellore et al.   SENSORS

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Traffic Flow Prediction With Big Data: A Deep Learning Approach

(2014) Yisheng Lv et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Real-time travel time prediction using particle filtering with a non-explicit state-transition model

(2014) Hao Chen 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

A review of travel time estimation and forecasting for Advanced Traveller Information Systems

(2014) Usue Mori et al.   Transportmetrica A-Transport Science

Discretization modeling, integer programming formulations and dynamic programming algorithms for robust traffic signal timing

(2011) Jing-Quan Li   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A Synthesis of emerging data collection technologies and their impact on traffic management applications

(2011) Constantinos Antoniou et al.   European Transport Research Review

Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions

(2008) Manoel Castro-Neto et al.   EXPERT SYSTEMS WITH APPLICATIONS