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A Novel Double-Index-Constrained, Multi-view, Fuzzy-Clustering Algorithm and Its Application for Detecting Epilepsy Electroencephalogram Signals 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 103823-103832
作者:  Zhu, Jiaqi;  Li, Kang;  Xia, Kaijian;  Gu, Xiaoqing;  Xue, Jing;  Qiu, Shi;  Jiang, Yizhang;  Qian, Pengjiang
Adobe PDF(7160Kb)  |  收藏  |  浏览/下载：198/0  |  提交时间：2019/09/19
Epileptic detecting  multi-view clustering  double-index-constrained fuzzy clustering algorithm  
Hyperspectral Anomaly Detection via Sparse Dictionary Learning Method of Capped Norm 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 16132-16144
作者:  Yuan, Yuan;  Ma, Dandan;  Wang, Qi
Adobe PDF(7643Kb)  |  收藏  |  浏览/下载：256/0  |  提交时间：2019/03/14
Anomaly detection  hyperspectral images  sparse  dictionary learning  capped norm  
A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 38326-38335
作者:  Geng, Yanjuan;  Ouyang, Yatao;  Samuel, Oluwarotimi Williams;  Chen, Shixiong;  Lu, Xiaoqiang;  Lin, Chuang;  Li, Guanglin
Adobe PDF(6226Kb)  |  收藏  |  浏览/下载：188/0  |  提交时间：2018/09/14
Electromyogram  Pattern Recognition  Sparse Representation Classifier  Robustness  White Gaussian Noise  
Regularized Taylor Echo State Networks for Predictive Control of Partially Observed Systems 期刊论文
IEEE ACCESS, 2016, 卷号: 4, 页码: 3300-3309
作者:  Xiang, Kui;  Li, Bing Nan;  Zhang, Liyan;  Pang, Muye;  Wang, Meng;  Li, Xuelong;  Li, Bing Nan (bingoon@ieee.org)
Adobe PDF(5356Kb)  |  收藏  |  浏览/下载：205/2  |  提交时间：2016/09/26
Neural Networks  Echo State Networks  Sparse Regularization  Predictive Control  
A Survey of Sparse Representation: Algorithms and Applications 期刊论文
IEEE ACCESS, 2015, 卷号: 3, 页码: 490-530
作者:  Zhang, Zheng;  Xu, Yong;  Yang, Jian;  Li, Xuelong;  Zhang, David
Adobe PDF(4920Kb)  |  收藏  |  浏览/下载：875/2  |  提交时间：2015/12/02
Sparse Representation  Compressive Sensing  Greedy Algorithm  Constrained Optimization  Proximal Algorithm  Homotopy Algorithm  Dictionary Learning