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自动化研究所 [13]

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	Tri-HGNN: Learning triple policies fused hierarchical graph neural networks for pedestrian trajectory prediction 期刊论文 PATTERN RECOGNITION, 2023, 卷号: 143, 页码: 11 作者: Zhu, Wenjun; Liu, Yanghong; Wang, Peng; Zhang, Mengyi; Wang, Tian 收藏 \| 浏览/下载：8/0 \| 提交时间：2023/11/17 Trajectory prediction Hierarchical policy Graph neural networks
	AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1871-1881 作者: Yuanqi Qin; Wen Hua; Junchen Jin; Jun Ge; Xingyuan Dai 收藏 \| 浏览/下载：7/0 \| 提交时间：2023/08/10 Conditional generative adversarial network signalized urban networks short-term link speed prediction
	A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework 期刊论文 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12 作者: Jin, Junchen; Rong, Dingding; Zhang, Tong; Ji, Qingyuan; Guo, Haifeng 收藏 \| 浏览/下载：22/0 \| 提交时间：2022/06/06 Roads Predictive models Data models Recurrent neural networks Generators Computer architecture Deep learning Short-term link speed prediction signalized urban networks Wasserstein generative adversarial network
	Intelligent Bus Scheduling Control Based on On-Board Bus Controller and Simulated Annealing Genetic Algorithm 期刊论文 Electronics (Switzerland), 2022, 卷号: 11, 期号: 10, 页码: 1-12 作者: Yu, Jiehan; Xie, Zhendong; Dong, Zhiguo; Song, Hainan; Su, Jiayi 收藏 \| 浏览/下载：17/0 \| 提交时间：2022/05/29 bus network edge computing intelligent scheduling on-board controller simulated annealing genetic algorithm
	Interval prediction of short-term traffic speed with limited data input: Application of fuzzy-grey combined prediction model 期刊论文 Expert Systems with Applications, 2022, 卷号: 187 作者: Song, Zhanguo; Feng, Wei; Liu, Weiwei 收藏 \| 浏览/下载：8/0 \| 提交时间：2022/02/17 Decision support systems Forecasting Intelligent vehicle highway systems Speed Street traffic control System theory Autoregressive modelling Autoregressive prediction model Fuzzy information granulation Gray autoregressive prediction model Intelligent transportation systems Interval prediction Limited data Prediction interval Short-term traffic speed Traffic speed
	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
	Building Urban Public Traffic Dynamic Network Based on CPSS: An Integrated Approach of Big Data and AI 期刊论文 APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 3, 页码: 14 作者: Xiong, Gang; Li, Zhishuai; Wu, Huaiyu; Chen, Shichao; Dong, Xisong 收藏 \| 浏览/下载：40/0 \| 提交时间：2021/03/08 urban public transportation cyber-physical-social system advanced public transportation systems big data
	Prediction of Spatiotemporal Evolution of Urban Traffic Emissions Based on Taxi Trajectories 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 219-232 作者: Zhen-Yi Zhao 收藏 \| 浏览/下载：22/0 \| 提交时间：2021/04/22 Vehicle emission prediction spatiotemporal gragh convolution GPS trajectories motor vehicle emission simulator (MOVES) model feature sharing
	Ensemble-based deep learning for estimating PM2.5 over California with multisource big data including wildfire smoke 期刊论文 ENVIRONMENT INTERNATIONAL, 2020, 卷号: 145, 页码: 16 作者: Li, Lianfa; Girguis, Mariam; Lurmann, Frederick; Pavlovic, Nathan; McClure, Crystal 收藏 \| 浏览/下载：123/0 \| 提交时间：2021/03/16 PM2.5 Machine learning Air pollution exposure Wildfires Remote sensing California High spatiotemporal resolution

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