相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Real-time crash risk prediction on arterials based on LSTM-CNN
Pei Li et al.
ACCIDENT ANALYSIS AND PREVENTION (2020)
Estimating Turning Movements at Signalized Intersections Using Artificial Neural Networks
Mohammad Shareef Ghanim et al.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2019)
Deep and Embedded Learning Approach for Traffic Flow Prediction in Urban Informatics
Zibin Zheng et al.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2019)
Traffic flow prediction using LSTM with feature enhancement
Bailin Yang et al.
NEUROCOMPUTING (2019)
Research on Travel Time Prediction Model of Freeway Based on Gradient Boosting Decision Tree
Juan Cheng et al.
IEEE ACCESS (2019)
Predictor fusion for short-term traffic forecasting
Fangce Guo et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2018)
Interactive Temporal Recurrent Convolution Network for Traffic Predictionin Data Centers
Xiaofeng Cao et al.
IEEE ACCESS (2018)
Estimating traffic volumes for signalized intersections using connected vehicle data
Jianfeng Zheng et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2017)
Singular Point Probability Improve LSTM Network Performance for Long-term Traffic Flow Prediction
Boyi Liu et al.
THEORETICAL COMPUTER SCIENCE, NCTCS 2017 (2017)
Urban Traffic Flow Prediction Using a Spatio-Temporal Random Effects Model
Yao-Jan Wu et al.
JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS (2016)
Short-term traffic flow prediction with linear conditional Gaussian Bayesian network
Zheng Zhu et al.
JOURNAL OF ADVANCED TRANSPORTATION (2016)
A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting
Dawen Xia et al.
NEUROCOMPUTING (2016)
Urban Link Travel Time Prediction Based on a Gradient Boosting Method Considering Spatiotemporal Correlations
Faming Zhang et al.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2016)
A gradient boosting method to improve travel time prediction
Yanru Zhang et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2015)
Impact of Edge Recombination in Small-Area Solar Cells with Emitter Windows
Karola Ruehle et al.
IEEE JOURNAL OF PHOTOVOLTAICS (2015)
Comparative analysis for traffic flow forecasting models with real-life data in Beijing
Yaping Rong et al.
ADVANCES IN MECHANICAL ENGINEERING (2015)
Potentialities of Data-Driven Nonparametric Regression in Urban Signalized Traffic Flow Forecasting
Byoungjo Yoon et al.
JOURNAL OF TRANSPORTATION ENGINEERING (2014)
Short-term traffic volume forecasting: A k-nearest neighbor approach enhanced by constrained linearly sewing principle component algorithm
Zuduo Zheng et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2014)
Adaptive Kalman filter approach for stochastic short-term traffic flow rate prediction and uncertainty quantification
Jianhua Guo et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2014)
Traffic volume forecasting based on radial basis function neural network with the consideration of traffic flows at the adjacent intersections
Jia Zheng Zhu et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2014)
A computationally efficient two-stage method for short-term traffic prediction on urban roads
Fangce Guo et al.
TRANSPORTATION PLANNING AND TECHNOLOGY (2013)
An intersection turning movement estimation procedure based on path flow estimator
Anthony Chen et al.
JOURNAL OF ADVANCED TRANSPORTATION (2012)
Predicting traffic flow using Bayesian networks
Enrique Castillo et al.
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL (2008)
Short-term traffic volume forecasting using Kalman filter with discrete wavelet decomposition
Yuanchang Xie et al.
COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING (2007)
Spatio-temporal short-term urban traffic volume forecasting using genetically optimized modular networks
Eleni I. Vlahogianni et al.
COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING (2007)
Bayesian time-series model for short-term traffic flow forecasting
Bidisha Ghosh et al.
JOURNAL OF TRANSPORTATION ENGINEERING (2007)
Short-term freeway traffic flow prediction: Bayesian combined neural network approach
WZ Zheng et al.
JOURNAL OF TRANSPORTATION ENGINEERING (2006)
Dynamic wavelet neural network model for traffic flow forecasting
XM Jiang et al.
JOURNAL OF TRANSPORTATION ENGINEERING (2005)
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)
Space-time modeling of traffic flow
Y Kamarianakis et al.
COMPUTERS & GEOSCIENCES (2005)
A multivariate state space approach for urban traffic flow modeling and prediction
A Stathopoulos et al.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2003)
Traffic prediction using multivariate nonparametric regression
S Clark
JOURNAL OF TRANSPORTATION ENGINEERING (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)
Additive logistic regression: A statistical view of boosting
J Friedman et al.
ANNALS OF STATISTICS (2000)