中国科学院计算技术研究所机构知识库

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发表日期：2022

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	Geographical spatial analysis and risk prediction based on machine learning for maritime traffic accidents: A case study of Fujian sea area 期刊论文 OCEAN ENGINEERING, 2022, 卷号: 266, 页码: 20 作者:  Yang, Yang;  Shao, Zheping;  Hu, Yu;  Mei, Qiang;  Pan, Jiacai;  Song, Rongxin;  Wang, Peng 收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12 Geographical spatial analysis  Maritime accident  Fujian sea area  Machine learning  Accident prediction
	Resource Allocation and Computation Offloading in a Millimeter-Wave Train-Ground Network 期刊论文 IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 卷号: 71, 期号: 10, 页码: 10615-10630 作者:  Li, Linqian;  Niu, Yong;  Mao, Shiwen;  Ai, Bo;  Zhong, Zhangdui;  Wang, Ning;  Chen, Yali 收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12 Resource management  Task analysis  Rail transportation  Energy consumption  Communication systems  Broadband communication  Millimeter wave communication  Full-duplex (FD) communications  millimeter-wave (mmWave) communications  mobile edge computing (MEC)  resource allocation  train-ground communications
	A dynamic ensemble deep deterministic policy gradient recursive network for spatiotemporal traffic speed forecasting in an urban road network 期刊论文 DIGITAL SIGNAL PROCESSING, 2022, 卷号: 129, 页码: 16 作者:  Mi, Xiwei;  Yu, Chengqing;  Liu, Xinwei;  Yan, Guangxi;  Yu, Fuhao;  Shang, Pan 收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12 Spatiotemporal traffic speed forecasting  Deep deterministic policy gradient  Simple recursive network  Temporal convolution network
	DHSA: efficient doubly homomorphic secure aggregation for cross-silo federated learning 期刊论文 JOURNAL OF SUPERCOMPUTING, 2022, 页码: 31 作者:  Liu, Zizhen;  Chen, Si;  Ye, Jing;  Fan, Junfeng;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07 Federated learning  Security  Efficient  Homomorphic
	Learning All Dynamics: Traffic Forecasting via Locality-Aware Spatio-Temporal Joint Transformer 期刊论文 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14 作者:  Fang, Yuchen;  Zhao, Fang;  Qin, Yanjun;  Luo, Haiyong;  Wang, Chenxing 收藏  |  浏览/下载：29/0  |  提交时间：2022/12/07 Forecasting  Correlation  Convolution  Roads  Transformers  Predictive models  Task analysis  Traffic forecasting  spatio-temporal joint transformer  diffusion convolution network
	A deep spatio-temporal meta-learning model for urban traffic revitalization index prediction in the COVID-19 pandemic 期刊论文 ADVANCED ENGINEERING INFORMATICS, 2022, 卷号: 53, 页码: 12 作者:  Wang, Yue;  Lv, Zhiqiang;  Sheng, Zhaoyu;  Sun, Haokai;  Zhao, Aite 收藏  |  浏览/下载：17/0  |  提交时间：2022/12/07 Urban computing  Traffic revitalization index prediction  COVID-19pandemic  Meta-learning  Spatio-temporal correlation
	Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting 期刊论文 PROCEEDINGS OF THE VLDB ENDOWMENT, 2022, 卷号: 15, 期号: 11, 页码: 2733-2746 作者:  Shao, Zezhi;  Zhang, Zhao;  Wei, Wei;  Wang, Fei;  Xu, Yongjun;  Cao, Xin;  Jensen, Christian S. 收藏  |  浏览/下载：10/0  |  提交时间：2023/12/04
	R-CTM: A data-driven macroscopic simulation model for heterogeneous traffic 期刊论文 COMPUTER ANIMATION AND VIRTUAL WORLDS, 2022, 页码: 11 作者:  Liu, Jingyao;  Deng, Zhigang;  Mao, Tianlu;  Wang, Zhaoqi 收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07 cell transmission models  heterogeneous traffic flow  macroscopic traffic modeling  recurrent neural networks
	Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 2, 页码: 640-652 作者:  Gu, Jingjing;  Zhou, Qiang;  Yang, Jingyuan;  Liu, Yanchi;  Zhuang, Fuzhen;  Zhao, Yanchao;  Xiong, Hui 收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07 Sparse matrices  Urban areas  Satellite broadcasting  Redundancy  Predictive models  Data models  Matrix converters  Dockless bike sharing system  pattern exploitation  interpretable base matrices  flow prediction
	Fine-Grained Trajectory-Based Travel Time Estimation for Multi-City Scenarios Based on Deep Meta-Learning 期刊论文 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 13 作者:  Wang, Chenxing;  Zhao, Fang;  Zhang, Haichao;  Luo, Haiyong;  Qin, Yanjun;  Fang, Yuchen 收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07 Estimation  Trajectory  Task analysis  Urban areas  Roads  Data models  Global Positioning System  Spatial-temporal data mining  travel time estimation  meta learning  deep learning