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Spatial-temporal modeling for prediction of stylized human motion 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 34-42
作者:  Zhong, Chongyang;  Hu, Lei;  Xia, Shihong
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
stylized motion  transformer  human motion prediction  spatial-temporal modeling  constant variance GMM  
NEAWalk: Inferring missing social interactions via topological-temporal embeddings of social groups 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2022, 页码: 25
作者:  Shen, Yinghan;  Jiang, Xuhui;  Li, Zijian;  Wang, Yuanzhuo;  Jin, Xiaolong;  Ma, Shengjie;  Cheng, Xueqi
收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07
Dynamic network completion  Dynamic graph representation learning  Social group  Anonymous walk  
A Novel Approach for Predicting Water Demand with Complex Patterns Based on Ensemble Learning 期刊论文
WATER RESOURCES MANAGEMENT, 2022, 页码: 20
作者:  Xu, Zhihao;  Lv, Zhiqiang;  Li, Jianbo;  Shi, Anshuo
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Multifarious factors  Time series  Base learner  Local extreme values  Volatility  
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