Related references
Note: Only part of the references are listed.TOWARDS AN EFFICIENT TRAFFIC CONGESTION PREDICTION METHOD BASED ON NEURAL NETWORKS AND BIG GPS DATA
Wiam Elleuch et al.
IIUM ENGINEERING JOURNAL (2019)
Using machine learning and big data approaches to predict travel time based on historical and real-time data from Taiwan electronic toll collection
Shu-Kai S. Fan et al.
SOFT COMPUTING (2018)
Inferring transportation modes from GPS trajectories using a convolutional neural network
Sina Dabiri et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2018)
Machine Learning Approach to Short-Term Traffic Congestion Prediction in a Connected Environment
Amr Elfar et al.
TRANSPORTATION RESEARCH RECORD (2018)
ANN based short-term traffic flow forecasting in undivided two lane highway
Bharti Sharma et al.
JOURNAL OF BIG DATA (2018)
Short-Term Traffic Speed Prediction for an Urban Corridor
Baozhen Yao et al.
COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING (2017)
Probe data-driven travel time forecasting for urban expressways by matching similar spatiotemporal traffic patterns
Zhihao Zhang et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2017)
Deep learning for short-term traffic flow prediction
Nicholas G. Polson et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2017)
A Hybrid Method for Short-Term Traffic Congestion Forecasting Using Genetic Algorithms and Cross Entropy
Pedro Lopez-Garcia et al.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2016)
Segmentation of vehicle detector data for improved k-nearest neighbours-based traffic flow prediction
Marcin Bernas et al.
IET INTELLIGENT TRANSPORT SYSTEMS (2015)
An Online-Traffic-Prediction Based Route Finding Mechanism for Smart City
Xiaoguang Niu et al.
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS (2015)
An Investigation of parallel road map inference from Big GPS Traces Data
Wiam Elleuch et al.
INNS CONFERENCE ON BIG DATA 2015 PROGRAM (2015)
Intelligent Trip Modeling for the Prediction of an Origin-Destination Traveling Speed Profile
Jungme Park et al.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2014)
Hierarchical fuzzy rule-based system optimized with genetic algorithms for short term traffic congestion prediction
Xiao Zhang et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2014)
Short-term traffic forecasting: Where we are and where we're going
Eleni I. Vlahogianni et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2014)
SHORT TERM TRAFFIC FLOW PREDICTION IN HETEROGENEOUS CONDITION USING ARTIFICIAL NEURAL NETWORK
Kranti Kumar et al.
Transport (2013)
An Improved K-nearest Neighbor Model for Short-term Traffic Flow Prediction
Lun Zhang et al.
INTELLIGENT AND INTEGRATED SUSTAINABLE MULTIMODAL TRANSPORTATION SYSTEMS PROCEEDINGS FROM THE 13TH COTA INTERNATIONAL CONFERENCE OF TRANSPORTATION PROFESSIONALS (CICTP2013) (2013)
AN ADAPTIVE SYSTEM FOR PREDICTING FREEWAY TRAVEL TIMES
Chung-Cheng Jason Lu
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING (2012)
Wavelet-Based Denoising for Traffic Volume Time Series Forecasting with Self-Organizing Neural Networks
Daniel Boto-Giralda et al.
COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING (2010)
Short-term hourly traffic forecasts using Hong Kong Annual Traffic Census
WHK Lam et al.
TRANSPORTATION (2006)
Optimized and meta-optimized neural networks for short-term traffic flow prediction: A genetic approach
EI Vlahogianni et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2005)
A multivariate state space approach for urban traffic flow modeling and prediction
A Stathopoulos et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2003)
Modeling and forecasting vehicular traffic flow as a seasonal ARIMA process: Theoretical basis and empirical results
BM Williams et al.
JOURNAL OF TRANSPORTATION ENGINEERING (2003)
An object-oriented neural network approach to short-term traffic forecasting
H Dia
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2001)