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Adaptively sharing multi-levels of distributed representations in multi-task learning 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 591, 页码: 226-234
作者:  Wang, Tianxin;  Zhuang, Fuzhen;  Sun, Ying;  Zhang, Xiangliang;  Lin, Leyu;  Xia, Feng;  He, Lei;  He, Qing
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Multi-task learning  Deep learning  Machine learning  
Multi-view RBM with posterior consistency and domain adaptation 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 516, 页码: 142-157
作者:  Zhang, Nan;  Ding, Shifei;  Sun, Tongfeng;  Liao, Hongmei;  Wang, Lijuan;  Shi, Zhongzhi
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Restricted Boltzmann machines  Representational learning  Multi-view learning  Posterior consistency  Domain adaptation  
Beyond global fusion: A group-aware fusion approach for multi-view image clustering 期刊论文
INFORMATION SCIENCES, 2019, 卷号: 493, 页码: 176-191
作者:  Xue, Zhe;  Li, Guorong;  Wang, Shuhui;  Huang, Jun;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：260/0  |  提交时间：2019/08/16
Multi-view learning  Local fusion strategy  Group-aware fusion  Image clustering  
Joint multi-view representation and image annotation via optimal predictive subspace learning 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 451, 页码: 180-194
作者:  Xue, Zhe;  Li, Guorong;  Huang, Qingming
收藏  |  浏览/下载：55/0  |  提交时间：2019/12/10
Multi-view data  Image annotation  Representation learning  Subspace learning  Structure preserving  
RECOME: A new density-based clustering algorithm using relative KNN kernel density 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 436, 页码: 13-30
作者:  Geng, Yangli-ao;  Li, Qingyong;  Zheng, Rong;  Zhuang, Fuzhen;  He, Ruisi;  Xiong, Naixue
收藏  |  浏览/下载：51/0  |  提交时间：2019/12/10
Density-based clustering  Density estimation  K nearest neighbors  Graph theory  
A semi-supervised approximate spectral clustering algorithm based on HMRF model 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 429, 页码: 215-228
作者:  Ding, Shifei;  Jia, Hongjie;  Du, Mingjing;  Xue, Yu
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/10
Semi-supervised learning  Spectral clustering  HMRF model  Approximate weighted kernel k-means  Matrix trace  
An efficient privacy-preserving compressive data gathering scheme in WSNs 期刊论文
INFORMATION SCIENCES, 2017, 卷号: 390, 页码: 82-94
作者:  Xie, Kun;  Ning, Xueping;  Wang, Xin;  He, Shiming;  Ning, Zuoting;  Liu, Xiaoxiao;  Wen, Jigang;  Qin, Zheng
收藏  |  浏览/下载：65/0  |  提交时间：2019/12/12
Homomorphic encryption function  Compressive sensing  Privacy-preserving  WSNs  
Approximate normalized cuts without Eigen-decomposition 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 374, 页码: 135-150
作者:  Jia, Hongjie;  Ding, Shifei;  Du, Mingjing;  Xue, Yu
收藏  |  浏览/下载：41/0  |  提交时间：2019/12/13
Normalized cut  Matrix trace  Weighted kernel k-means  Approximate kernel matrix  
On quick attribute reduction in decision-theoretic rough set models 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 330, 页码: 226-244
作者:  Meng, Zuqiang;  Shi, Zhongzhi
收藏  |  浏览/下载：37/0  |  提交时间：2019/12/13
Decision-theoretic rough set model  Attribute reduction  Efficiency  Rough set theory  Equivalence class  Super-reduct