A Probabilistic Estimation of Traffic Congestion Using Bayesian Network

Traffic congestion monitoring using an improved kNN strategy

(2020) Fouzi Harrou et al.   MEASUREMENT

A Survey of Road Traffic Congestion Measures towards a Sustainable and Resilient Transportation System

(2020) Tanzina Afrin et al.   Sustainability

Predicting duration of traffic accidents based on cost-sensitive Bayesian network and weighted K-nearest neighbor

(2019) Li Kuang et al.   Journal of Intelligent Transportation Systems

Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks

(2019) Sen Zhang et al.   SENSORS

Data-Driven Photovoltaic Generation Forecasting Based on a Bayesian Network With Spatial–Temporal Correlation Analysis

(2019) Ruiyuan Zhang et al.   IEEE Transactions on Industrial Informatics

A hybrid Bayesian network model for predicting delays in train operations

(2018) Javad Lessan et al.   COMPUTERS & INDUSTRIAL ENGINEERING

PCNN: Deep Convolutional Networks for Short-Term Traffic Congestion Prediction

(2018) Meng Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A resilience-oriented approach for quantitatively assessing recurrent spatial-temporal congestion on urban roads

(2018) Junqing Tang et al.   PLoS One

Advances in Bayesian network modelling: Integration of modelling technologies

(2018) Bruce G. Marcot et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Reinforcement Learning-Based Variable Speed Limit Control Strategy to Reduce Traffic Congestion at Freeway Recurrent Bottlenecks

(2017) Zhibin Li et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic

(2017) Jinjun Tang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Predictive Resilience Analysis of Complex Systems Using Dynamic Bayesian Networks

(2017) Nita Yodo et al.   IEEE TRANSACTIONS ON RELIABILITY

Short-term traffic flow prediction with linear conditional Gaussian Bayesian network

(2016) Zheng Zhu et al.   JOURNAL OF ADVANCED TRANSPORTATION

Resilience Modeling and Quantification for Engineered Systems Using Bayesian Networks

(2016) Nita Yodo et al.   JOURNAL OF MECHANICAL DESIGN

Diagnosis and Prediction of Traffic Congestion on Urban Road Networks Using Bayesian Networks

(2016) Jiwon Kim et al.   TRANSPORTATION RESEARCH RECORD

On the minimization of traffic congestion in road networks with tolls

(2015) F. Stefanello et al.   ANNALS OF OPERATIONS RESEARCH

Bridge Remaining Strength Prediction Integrated with Bayesian Network and In Situ Load Testing

(2014) Yafei Ma et al.   Journal of Bridge Engineering

Learning the Dynamics of Arterial Traffic From Probe Data Using a Dynamic Bayesian Network

(2012) Aude Hofleitner et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

On the degradation of performance for traffic networks with oblivious users

(2010) George Karakostas et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL