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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:30/0  |  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  
Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification 期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 75-83
作者:  Xi, Dongbo;  Zhuang, Fuzhen;  Liu, Yanchi;  Zhu, Hengshu;  Zhao, Pengpeng;  Tan, Chang;  He, Qing
收藏  |  浏览/下载:54/0  |  提交时间:2021/12/01
Global transition patterns  Personal preferences  Missing POI category identification  
Bayesian dual neural networks for recommendation 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2019, 卷号: 13, 期号: 6, 页码: 1255-1265
作者:  He, Jia;  Zhuang, Fuzhen;  Liu, Yanchi;  He, Qing;  Lin, Fen
收藏  |  浏览/下载:312/0  |  提交时间:2019/12/10
collaborative filtering  Bayesian neural network  hybrid recommendation algorithm  
Exploiting Aesthetic Features in Visual Contents for Movie Recommendation 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 49813-49821
作者:  Chen, Xiaojie;  Zhao, Pengpeng;  Liu, Yanchi;  Zhao, Lei;  Fang, Junhua;  Sheng, Victor S.;  Cui, Zhiming
收藏  |  浏览/下载:97/0  |  提交时间:2019/08/16
Movie recommendation  aesthetic features  probabilistic matrix factorization