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自动化研究所 [12]

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	AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction 期刊论文 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 15 作者: Fang, Shen; Zhang, Chunxia; Xiang, Shiming; Pan, Chunhong 收藏 \| 浏览/下载：11/0 \| 提交时间：2023/02/22 Deep learning neural architecture search graph convolution meta-learning traffic flow prediction
	A deep learning traffic flow prediction framework based on multi-channel graph convolution 期刊论文 TRANSPORTATION PLANNING AND TECHNOLOGY, 2021, 卷号: 44, 期号: 8, 页码: 887-900 作者: Zhao, Yuanmeng; Cao, Jie; Zhang, Hong; Liu, Zongli 收藏 \| 浏览/下载：6/0 \| 提交时间：2021/12/17 Traffic flow deep learning graph convolution (GCN) Long Short-Term Memory (LSTM) spatial-temporal features
	MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction 期刊论文 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 14 作者: Fang, Shen; Prinet, Veronique; Chang, Jianlong; Werman, Michael; Zhang, Chunxia 收藏 \| 浏览/下载：12/0 \| 提交时间：2022/01/27 Feature extraction Convolution Predictive models Data models Correlation Roads Kernel Graph convolution deep attention mechanism traffic network traffic flow prediction artificial intelligence deep learning
	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 作者: Fang, Shen; Pan, Xianbing; Xiang, Shiming; Pan, Chunhong 收藏 \| 浏览/下载：22/0 \| 提交时间：2021/03/01 Data fusion deep learning graph convolution meta-learning traffic flow prediction traffic network
	Vehicle Motion Prediction at Intersections Based on the Turning Intention and Prior Trajectories Model 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1657-1666 作者: Ting Zhang; Wenjie Song; Mengyin Fu; Yi Yang; Meiling Wang 收藏 \| 浏览/下载：109/0 \| 提交时间：2021/09/03 Autonomous vehicle intersection motion prediction prior trajectories model turning intention
	A Queue Hybrid Neural Network with Weather Weighted Factor for Traffic Flow Prediction 会议论文 Dalian, PEOPLES R CHINA, MAY 05-07, 2021 作者: Miao, Fengman; Tao, Long; Xue, Jianbin; Zhang, Xijun 收藏 \| 浏览/下载：17/0 \| 提交时间：2021/12/17 queue hybrid structure weather weighted factor traffic flow prediction long short-term memory gated recurrent unit
	TSN Switch Queue Length Prediction Based on an Improved LSTM Network 期刊论文 Wireless Communications and Mobile Computing, 2021, 卷号: 2021, 页码: 1-13 作者: Wang X(王鑫); Shang ZJ(尚志军); Xia CQ(夏长清); Cui SJ(崔世界); Shao S(邵帅) 收藏 \| 浏览/下载：8/0 \| 提交时间：2022/01/27
	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 作者: Yuanyuan Chen; Hongyu Chen; Peijun Ye; Yisheng Lv; Fei-Yue Wang 收藏 \| 浏览/下载：5/0 \| 提交时间：2020/10/16 Traffic Flow Prediction Ensemble Learning Deep Learning
	Short-Term Traffic Flow Prediction Based on LSTM-XGBoost Combination Model 期刊论文 CMES - Computer Modeling in Engineering and Sciences, 2020, 卷号: 125, 期号: 1, 页码: 95-109 作者: Zhang XJ(张玺君) 收藏 \| 浏览/下载：11/0 \| 提交时间：2020/11/13 Forecasting Long short-term memory Predictive analytics Roads and streets Time series
	A novel residual graph convolution deep learning model for short-term network-based traffic forecasting 期刊论文 INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 34, 期号: 5, 页码: 27 作者: Zhang, Yang; Cheng, Tao; Ren, Yibin; Xie, Kun 收藏 \| 浏览/下载：16/0 \| 提交时间：2020/03/20 Short-term traffic forecasting spatial-temporal dependency network topology graph convolution residual long short-term memory

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