Bayesian Dynamic Linear Model with Adaptive Parameter Estimation for Short-Term Travel Speed Prediction

Efficient traffic congestion estimation using multiple spatio-temporal properties

(2017) Yongjian Yang et al.   NEUROCOMPUTING

An exact approach to Bayesian sequential change point detection

(2016) Eric Ruggieri et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Short-term traffic flow rate forecasting based on identifying similar traffic patterns

(2016) Filmon G. Habtemichael et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Real-time urban traffic amount prediction models for dynamic route guidance systems

(2014) Zilu Liang et al.   EURASIP Journal on Wireless Communications and Networking

Comparative model accuracy of a data-fitted generalized Aw-Rascle-Zhang model

(2014) Shimao Fan et al.   Networks and Heterogeneous Media

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

An Online Change-Point-Based Model for Traffic Parameter Prediction

(2013) Gurcan Comert et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Supervised Weighting-Online Learning Algorithm for Short-Term Traffic Flow Prediction

(2013) Young-Seon Jeong et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Short-Term Highway Traffic State Prediction Using Structural State Space Models

(2013) Chung-Cheng Lu et al.   Journal of Intelligent Transportation Systems

Bayesian Dynamic Linear Model with Switching for Real-Time Short-Term Freeway Travel Time Prediction with License Plate Recognition Data

(2013) Xiang Fei et al.   JOURNAL OF TRANSPORTATION ENGINEERING

Change-point detection in time-series data by relative density-ratio estimation

(2013) Song Liu et al.   NEURAL NETWORKS

Neural-Network-Based Models for Short-Term Traffic Flow Forecasting Using a Hybrid Exponential Smoothing and Levenberg–Marquardt Algorithm

(2011) Kit Yan Chan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A bayesian dynamic linear model approach for real-time short-term freeway travel time prediction

(2011) Xiang Fei et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Change point detection in time series data with random forests

(2010) Lidia Auret et al.   CONTROL ENGINEERING PRACTICE

An adaptive freeway traffic state estimator

(2008) Yibing Wang et al.   AUTOMATICA

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

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