Constructing Cooperative Intelligent Transport Systems for Travel Time Prediction With Deep Learning Approaches

New method for predicting long-term travel time of commercial vehicles to improve policy-making processes

(2021) Geqi Qi et al.   TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting

(2021) Tian Peng et al.   ENERGY

Joint prediction of next location and travel time from urban vehicle trajectories using long short-term memory neural networks

(2021) Jie Sun et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Dynamic Spatial-temporal Feature Optimization with ERI Big Data for Short-term Traffic Flow Prediction

(2020) Linjiang Zheng et al.   NEUROCOMPUTING

A new Budyko framework extension using time series SARIMAX model

(2019) Mohamed M. Fathi et al.   JOURNAL OF HYDROLOGY

Research on traffic congestion characteristics of city business circles based on TPI data: The case of Qingdao, China

(2019) Qiuxia Sun et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Utilizing data mining techniques to predict expected freeway travel time from experienced travel time

(2018) Hasan M. Moonam et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

LSTM-based traffic flow prediction with missing data

(2018) Yan Tian et al.   NEUROCOMPUTING

Impact of congestion pricing schemes on emissions and temporal shift of freight transport

(2018) Daqiang Chen et al.   TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW

Multi-output bus travel time prediction with convolutional LSTM neural network

(2018) Niklas Christoffer Petersen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Urban emissions hotspots: Quantifying vehicle congestion and air pollution using mobile phone GPS data

(2017) Conor K. Gately et al.   ENVIRONMENTAL POLLUTION

Improving the accuracy of long-term travel time prediction using heterogeneous ensembles

(2015) João Mendes-Moreira et al.   NEUROCOMPUTING

Link and Route Travel Time Prediction Including the Corresponding Reliability in an Urban Network Based on Taxi Floating Car Data

(2015) Mirsad Tulic et al.   TRANSPORTATION RESEARCH RECORD

A data mining based approach for travel time prediction in freeway with non-recurrent congestion

(2014) Chi-Sen Li et al.   NEUROCOMPUTING

Empirical assessment of urban traffic congestion

(2013) Andy H.F. Chow et al.   JOURNAL OF ADVANCED TRANSPORTATION

Analysis of Travel Times and CO2Emissions in Time-Dependent Vehicle Routing

(2012) O. Jabali et al.   PRODUCTION AND OPERATIONS MANAGEMENT