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A survey on federated learning: challenges and applications 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 页码: 23
作者:  Wen, Jie;  Zhang, Zhixia;  Lan, Yang;  Cui, Zhihua;  Cai, Jianghui;  Zhang, Wensheng
收藏  |  浏览/下载：150/0  |  提交时间：2022/12/27
Federated learning  Machine learning  Privacy protection  Personalized federated learning  
Sample-based online learning for bi-regular hinge loss 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 页码: 16
作者:  Xue, Wei;  Zhong, Ping;  Zhang, Wensheng;  Yu, Gaohang;  Chen, Yebin
收藏  |  浏览/下载：149/0  |  提交时间：2021/03/08
SVM  Max-margin classification  Hinge loss  Elastic net  Online learning  
Human posture recognition based on multiple features and rule learning 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2020, 页码: 12
作者:  Ding, Weili;  Hu, Bo;  Liu, Han;  Wang, Xinming;  Huang, Xiangsheng
收藏  |  浏览/下载：210/0  |  提交时间：2020/07/06
Human posture recognition  Multiple features  Rule learning  
PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3115-3127
作者:  Yu, Shaowei;  Yang, Xuebing;  Zhang, Wensheng
浏览  |  Adobe PDF(1959Kb)  |  收藏  |  浏览/下载：274/42  |  提交时间：2020/03/30
Graph convolutional network  Semi-supervised learning  Prior knowledge  Node classification  
A novel electrocardiogram arrhythmia classification method based on stacked sparse auto-encoders and softmax regression 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 10, 页码: 1733-1740
作者:  Yang, Jianli;  Bai, Yang;  Lin, Feng;  Liu, Ming;  Hou, Zengguang;  Liu, Xiuling
收藏  |  浏览/下载：136/0  |  提交时间：2019/12/16
Stacked Sparse Auto-encoders  Ecg Arrhythmia Classification  Feature Extraction  Softmax Regression  
Bat algorithm with principal component analysis 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 3, 页码: 603-622
作者:  Cui, Zhihua;  Li, Feixiang;  Zhang, Wensheng
收藏  |  浏览/下载：191/0  |  提交时间：2019/07/12
Bat algorithm  Principal component analysis  Golden section method  
Structure learning for weighted networks based on Bayesian nonparametric models 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2016, 卷号: 7, 期号: 3, 页码: 479-489
作者:  Jiang XJ(蒋晓娟);  Zhang WS(张文生);  zhang wensheng
浏览  |  Adobe PDF(1060Kb)  |  收藏  |  浏览/下载：490/98  |  提交时间：2018/01/15
Structure Learning  Clustering  Probabilistic Graph Models  Bayesian Nonparametric Models  Variational Inference  
Secondary basis unique augmentation matroids and union minimal matroids 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2014, 卷号: 5, 期号: 6, 页码: 955-962
作者:  Yao, Hua;  Zhu, William;  Wang, Fei-Yue
收藏  |  浏览/下载：119/0  |  提交时间：2015/08/12
Granular Computing  Secondary Basis Unique Augmentation Matroid  Rank-preserving Weak-map  Union Minimal Matroid  Basis Unique Exchange Matroid  
Conditions for coverings to induce matroids 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2014, 卷号: 5, 期号: 6, 页码: 947-954
作者:  Wang, Jingqian;  Zhu, William;  Wang, Fei-Yue;  Liu, Guilong
收藏  |  浏览/下载：149/0  |  提交时间：2015/08/12
Covering  Rough Set  Neighborhood  Matroid  Eulerian Matroid