Traffic flow prediction over muti-sensor data correlation with graph convolution network

Optimized Graph Convolution Recurrent Neural Network for Traffic Prediction

(2020) Kan Guo et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

When UAV Swarm Meets Edge-Cloud Computing: The QoS Perspective

(2019) Wuhui Chen et al.   IEEE NETWORK

Recurrent Tensor Factorization for time-aware service recommendation

(2019) Yiwen Zhang et al.   APPLIED SOFT COMPUTING

PA-CRT: Chinese Remainder Theorem Based Conditional Privacy-Preserving Authentication Scheme in Vehicular Ad-Hoc Networks

(2019) Jing Zhang et al.   IEEE Transactions on Dependable and Secure Computing

Efficient Query of Quality Correlation for Service Composition

(2018) Yiwen Zhang et al.   IEEE Transactions on Services Computing

LSTM-based traffic flow prediction with missing data

(2018) Yan Tian et al.   NEUROCOMPUTING

Traffic flow prediction using LSTM with feature enhancement

(2018) Bailin Yang et al.   NEUROCOMPUTING

LSTM network: a deep learning approach for short-term traffic forecast

(2017) Zheng Zhao et al.   IET Intelligent Transport Systems

Applications of computational intelligence in vehicle traffic congestion problem: a survey

(2017) Mohammad Reza Jabbarpour et al.   SOFT COMPUTING

Improving Traffic Flow Prediction With Weather Information in Connected Cars: A Deep Learning Approach

(2016) Arief Koesdwiady et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A distributed spatial–temporal weighted model on MapReduce for short-term traffic flow forecasting

(2016) Dawen Xia et al.   NEUROCOMPUTING

Deep learning

(2015) Yann LeCun et al.   NATURE

Intersection traffic flow forecasting based on ν-GSVR with a new hybrid evolutionary algorithm

(2015) Min-Liang Huang   NEUROCOMPUTING

A novel wavelet-SVM short-time passenger flow prediction in Beijing subway system

(2015) Yuxing Sun et al.   NEUROCOMPUTING

Urban traffic flow forecasting through statistical and neural network bagging ensemble hybrid modeling

(2015) Fabio Moretti et al.   NEUROCOMPUTING

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

Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning

(2014) Wenhao Huang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Travel time estimation for ambulances using Bayesian data augmentation

(2013) Bradford S. Westgate et al.   Annals of Applied Statistics

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

(2013) D. I. Shuman et al.   IEEE SIGNAL PROCESSING MAGAZINE

Dynamic near-term traffic flow prediction: system-oriented approach based on past experiences

(2012) H. Chang et al.   IET Intelligent Transport Systems

Data-Driven Intelligent Transportation Systems: A Survey

(2011) Junping Zhang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Traffic flow forecasting by seasonal SVR with chaotic simulated annealing algorithm

(2011) Wei-Chiang Hong   NEUROCOMPUTING

Statistical methods versus neural networks in transportation research: Differences, similarities and some insights

(2010) M.G. Karlaftis et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Long-term time series prediction with the NARX network: An empirical evaluation

(2008) José Maria P. Menezes et al.   NEUROCOMPUTING