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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：20/0  |  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  
Knowledge graph embedding with shared latent semantic units 期刊论文
NEURAL NETWORKS, 2021, 卷号: 139, 页码: 140-148
作者:  Zhang, Zhao;  Zhuang, Fuzhen;  Qu, Meng;  Niu, Zheng-Yu;  Xiong, Hui;  He, Qing
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Knowledge graph  Reinforcement learning  Embedding  
Deep Subdomain Adaptation Network for Image Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 4, 页码: 1713-1722
作者:  Zhu, Yongchun;  Zhuang, Fuzhen;  Wang, Jindong;  Ke, Guolin;  Chen, Jingwu;  Bian, Jiang;  Xiong, Hui;  He, Qing
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Task analysis  Adaptation models  Kernel  Feature extraction  Learning systems  Semantics  Training  Domain adaptation  fine grained  subdomain  
Market-oriented job skill valuation with cooperative composition neural network 期刊论文
NATURE COMMUNICATIONS, 2021, 卷号: 12, 期号: 1, 页码: 12
作者:  Sun, Ying;  Zhuang, Fuzhen;  Zhu, Hengshu;  Zhang, Qi;  He, Qing;  Xiong, Hui
收藏  |  浏览/下载：27/0  |  提交时间：2021/12/01
A Comprehensive Survey on Transfer Learning 期刊论文
PROCEEDINGS OF THE IEEE, 2021, 卷号: 109, 期号: 1, 页码: 43-76
作者:  Zhuang, Fuzhen;  Qi, Zhiyuan;  Duan, Keyu;  Xi, Dongbo;  Zhu, Yongchun;  Zhu, Hengshu;  Xiong, Hui;  He, Qing
收藏  |  浏览/下载：51/0  |  提交时间：2021/12/01
Task analysis  Semisupervised learning  Data models  Covariance matrices  Machine learning  Adaptation models  Kernel  Domain adaptation  interpretation  machine learning  transfer learning  
Neural Serendipity Recommendation: Exploring the Balance between Accuracy and Novelty with Sparse Explicit Feedback 期刊论文
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2020, 卷号: 14, 期号: 4, 页码: 25
作者:  Xu, Yuanbo;  Yang, Yongjian;  Wang, En;  Han, Jiayu;  Zhuang, Fuzhen;  Yu, Zhiwen;  Xiong, Hui
收藏  |  浏览/下载：27/0  |  提交时间：2021/12/01
Serendipity  recommender system  muti-layer percetron  matrix factorization  
Rapid Learning of Earthquake Felt Area and Intensity Distribution with Real-time Search Engine Queries 期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 9
作者:  Zhu, Hengshu;  Sun, Ying;  Zhao, Wenjia;  Zhuang, Fuzhen;  Wang, Baoshan;  Xiong, Hui
收藏  |  浏览/下载：38/0  |  提交时间：2020/12/10
NeuO: Exploiting the sentimental bias between ratings and reviews with neural networks 期刊论文
NEURAL NETWORKS, 2019, 卷号: 111, 页码: 77-88
作者:  Xu, Yuanbo;  Yang, Yongjian;  Han, Jiayu;  Wang, En;  Zhuang, Fuzhen;  Yang, Jingyuan;  Xiong, Hui
收藏  |  浏览/下载：257/0  |  提交时间：2019/04/03
Opinion bias  Recommender systems  Convolutional neural network  Dual attention vectors  
Knowledge triple mining via multi-task learning 期刊论文
INFORMATION SYSTEMS, 2019, 卷号: 80, 页码: 64-75
作者:  Zhang, Zhao;  Zhuang, Fuzhen;  Li, Xuebing;  Niu, Zheng-Yu;  He, Jia;  He, Qing;  Xiong, Hui
收藏  |  浏览/下载：71/0  |  提交时间：2019/04/03
Multi-task learning  Knowledge mining  Relation extraction  Knowledge graph construction  
Cross-Domain Learning from Multiple Sources: A Consensus Regularization Perspective 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2010, 卷号: 22, 期号: 12, 页码: 1664-1678
作者:  Zhuang, Fuzhen;  Luo, Ping;  Xiong, Hui;  Xiong, Yuhong;  He, Qing;  Shi, Zhongzhi
收藏  |  浏览/下载：37/0  |  提交时间：2019/12/16
Classification  multiple source domains  cross-domain learning  consensus regularization