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Coarse Alignment of Topic and Sentiment: A Unified Model for Cross-Lingual Sentiment Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 736-747
作者:  Wang, Deqing;  Jing, Baoyu;  Lu, Chenwei;  Wu, Junjie;  Liu, Guannan;  Du, Chenguang;  Zhuang, Fuzhen
收藏  |  浏览/下载:42/0  |  提交时间:2021/12/01
Data models  Task analysis  Semantics  Learning systems  Bridges  Logistics  Vocabulary  Coarse alignment  cross-lingual sentiment classification (CLSC)  topic model  
Softly Associative Transfer Learning for Cross-Domain Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 11, 页码: 4709-4721
作者:  Wang, Deqing;  Lu, Chenwei;  Wu, Junjie;  Liu, Hongfu;  Zhang, Wenjie;  Zhuang, Fuzhen;  Zhang, Hui
收藏  |  浏览/下载:31/0  |  提交时间:2021/12/01
Task analysis  Knowledge transfer  Matrix decomposition  Bridges  Optimization  Data models  Feature extraction  Cross-domain text classification  non-negative matrix tri-factorizations (NMTFs)  softly associative transfer learning (sa-TL)  
Adaptive Deep Modeling of Users and Items Using Side Information for Recommendation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 3, 页码: 737-748
作者:  Han, Jiayu;  Zheng, Lei;  Xu, Yuanbo;  Zhang, Bangzuo;  Zhuang, Fuzhen;  Yu, Philip S.;  Zuo, Wanli
收藏  |  浏览/下载:66/0  |  提交时间:2020/12/10
Adaptation models  Recommender systems  Feature extraction  Computational modeling  Predictive models  Task analysis  Adaptive systems  Adaptive user preference model  attention factor  convolutional neural network (CNN)  recommendation system  
Supervised representation learning for multi-label classification 期刊论文
MACHINE LEARNING, 2019, 卷号: 108, 期号: 5, 页码: 747-763
作者:  Huang, Ming;  Zhuang, Fuzhen;  Zhang, Xiao;  Ao, Xiang;  Niu, Zhengyu;  Zhang, Min-Ling;  He, Qing
收藏  |  浏览/下载:90/0  |  提交时间:2019/08/16
Representation learning  Multi-label learning  Two-encoding-layer autoencoder  
Semantic Feature Learning for Heterogeneous Multitask Classification via Non-Negative Matrix Factorization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 8, 页码: 2284-2293
作者:  Zhuang, Fuzhen;  Li, Xuebing;  Jin, Xin;  Zhang, Dapeng;  Qiu, Lirong;  He, Qing
收藏  |  浏览/下载:67/0  |  提交时间:2019/12/10
Heterogeneous features  multitask learning (MTL)  non-negative matrix factorization (NMF)  semantic feature learning  
Learning deep representations via extreme learning machines 期刊论文
NEUROCOMPUTING, 2015, 卷号: 149, 页码: 308-315
作者:  Yu, Wenchao;  Zhuang, Fuzhen;  He, Qing;  Shi, Zhongzhi
收藏  |  浏览/下载:39/0  |  提交时间:2019/12/13
Extreme learning machine  Deep learning  Representation learning  Stacked ELMs  Stacked generalization  DrELM