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Meta-MSNet: Meta-Learning Based Multi-Source Data Fusion for Traffic Flow Prediction 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 页码: 6-10
Authors:  Fang, Shen;  Pan, Xianbing;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:21/0  |  Submit date:2021/03/01
Data fusion  deep learning  graph convolution  meta-learning  traffic flow prediction  traffic network  
Acting As A Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 期号: Accepted, 页码: Accepted
Authors:  Yuanyuan Chen;  Hongyu Chen;  Peijun Ye;  Yisheng Lv;  Fei-Yue Wang
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Traffic Flow Prediction  Ensemble Learning  Deep Learning  
Data driven hybrid fuzzy model for short-term traffic flow prediction 期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 卷号: 35, 期号: 6, 页码: 6525-6536
Authors:  Li, Chengdong;  Yan, Bingyang;  Tang, Minjia;  Yi, Jianqiang;  Zhang, Xiqiao
Favorite  |  View/Download:76/0  |  Submit date:2019/07/12
Traffic flow prediction  fuzzy method  single input rule module  least square learning  traffic-flow pattern  
Traffic Flow Prediction With Big Data: A Deep Learning Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 2, 页码: 865-873
Authors:  Lv, Yisheng;  Duan, Yanjie;  Kang, Wenwen;  Li, Zhengxi;  Wang, Fei-Yue
View  |  Adobe PDF(1520Kb)  |  Favorite  |  View/Download:2978/2216  |  Submit date:2015/09/21
Deep Learning  Stacked Autoencoders (Saes)  Traffic Flow Prediction  
Accurate and Interpretable Bayesian MARS for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 卷号: 15, 期号: 6, 页码: 2457-2469
Authors:  Xu, Yanyan;  Kong, Qing-Jie;  Klette, Reinhard;  Liu, Yuncai
Favorite  |  View/Download:99/0  |  Submit date:2015/08/12
Bayesian Inference  Interpretable Model  Markov Chain Monte Carlo (Mcmc)  Multivariate Adaptive-regression Splines (Mars)  Spatiotemporal Relationship Analysis  Traffic Flow Prediction  
UTN-Model-Based Traffic Flow Prediction for Parallel-Transportation Management Systems 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2013, 卷号: 14, 期号: 3, 页码: 1541-1547
Authors:  Kong, Qing-Jie;  Xu, Yanyan;  Lin, Shu;  Wen, Ding;  Zhu, Fenghua;  Liu, Yuncai
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Corsim  Fundamental Diagram (Fd)  Parallel-transportation Management Systems (Ptms)  Short-term Traffic Flow Prediction  Urban Traffic Network (Utn) Model  
基于网络的智能路口信号控制系统的算法及实现 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2006
Authors:  李伟
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交通控制  网络控制  基于agent控制  网络调度中心  当地简单  交通流预测  远程复杂  智能控制  交通仿真  Traffic Control  Networked Control  Agent-based Control  Network Dispatch Center  Local Simple  Traffic Flow Prediction  Remote Complex  Intelligent Control  Traffic Simulation  
城市交通信号控制研究 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2005
Authors:  高海军
Favorite  |  View/Download:56/0  |  Submit date:2015/09/02
短时交通流预测  复合人工神经网络  模糊时间序列  单路口信号控制  协调控制  Short-term Traffic Flow Prediction  Hybrid Artificial Neural Network  Fuzzy Time Series