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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)  
An automatic short-answer grading model for semi-open-ended questions 期刊论文
INTERACTIVE LEARNING ENVIRONMENTS, 2019, 页码: 14
作者:  Zhang, Lishan;  Huang, Yuwei;  Yang, Xi;  Yu, Shengquan;  Zhuang, Fuzhen
收藏  |  浏览/下载:84/0  |  提交时间:2019/12/10
Machine learning  short-answer grading  text analysis  classification  auto-grading  
Self-organizing weighted incremental probabilistic latent semantic analysis 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 12, 页码: 1987-1998
作者:  Li, Ning;  Luo, Wenjuan;  Yang, Kun;  Zhuang, Fuzhen;  He, Qing;  Shi, Zhongzhi
收藏  |  浏览/下载:68/0  |  提交时间:2019/08/16
Probabilistic latent semantic analysis  Weighted incremental learning  Similarity  Big data  
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:38/0  |  提交时间:2019/12/16
Classification  multiple source domains  cross-domain learning  consensus regularization