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Automatic feature group combination selection method based on GA for the functional regions clustering in DBS 期刊论文
Computer Methods and Programs in Biomedicine, 2020, 卷号: 183, 页码: 1-10
Authors:  Cao L(曹蕾);  Li J(李杰);  Zhou YY(周圆圆);  Liu YH(刘云辉);  Liu H(刘浩)
View  |  Adobe PDF(1089Kb)  |  Favorite  |  View/Download:118/12  |  Submit date:2019/10/13
Divisive hierarchical clustering  Feature group combination selection  Functional regions clustering  Genetic algorithm  STN borders identification  
基于模仿学习和强化学习的机器人技能自动获取方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  张会文
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技能学习  模仿学习  强化学习  逆强化学习  策略优化  
基于序列认知的工艺数据异常检测方法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  石贺
Adobe PDF(1941Kb)  |  Favorite  |  View/Download:15/0  |  Submit date:2019/07/14
工业控制系统  异常检测系统  集成机器学习模型  自编码神经网络  长短期记忆神经网络  
几何与辐射联合李群及其图像匹配应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  李晨曦
Adobe PDF(6089Kb)  |  Favorite  |  View/Download:29/5  |  Submit date:2019/07/14
图像匹配  目标跟踪  大气辐射传输  亮度变化  李群  
Lifelong Metric Learning 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 8, 页码: 3168-3179
Authors:  Sun G(孙干);  Cong Y(丛杨);  Liu J(刘霁);  Liu LQ(刘连庆);  Xu XW(徐晓伟);  Yu HB(于海斌)
View  |  Adobe PDF(1858Kb)  |  Favorite  |  View/Download:194/36  |  Submit date:2018/07/31
Lifelong Learning  Metric Learning  Multi-task Learning  Low-rank Subspace  
Underwater Object Recognition Using Transformable Template Matching Based on Prior Knowledge 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2019, 卷号: 2019, 页码: 1-11
Authors:  Zhu, Jianjiang;  Yu SQ(余思泉);  Han Z(韩志);  Tang YD(唐延东);  Wu CD(吴成东)
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Phase unwrapping in optical metrology via denoised and convolutional segmentation networks 期刊论文
OPTICS EXPRESS, 2019, 卷号: 27, 期号: 10, 页码: 14903-14912
Authors:  Zhang JC(张俊超);  Tian, Xiaobo;  Shao, Jianbo;  Luo HB(罗海波);  Liang, Rongguang
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Fiber bundle image restoration using deep learning 期刊论文
Optics Letters, 2019, 卷号: 44, 期号: 5, 页码: 1080-1083
Authors:  Shao, Jianbo;  Zhang JC(张俊超);  Huang, Xiao;  Liang, Rongguang;  Barnard, Kobus
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A Noninvasive System for the Automatic Detection of Gliomas Based on Hybrid Features and PSO-KSVM 期刊论文
IEEE Access, 2019, 卷号: 7, 页码: 13842-13855
Authors:  Song GL(宋国立);  Huang Z(黄钲);  Zhao YW(赵忆文);  Zhao XG(赵新刚);  Liu YH(刘云辉);  Bao, Min;  Han JD(韩建达);  Li P(李鹏)
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Modified CLBP  PSO-KSVM  Glioma detection  hybrid features  skull removal  
Learning joint space–time–frequency features for EEG decoding on small labeled data 期刊论文
Neural Networks, 2019, 卷号: 114, 页码: 67-77
Authors:  Zhao DY(赵冬晔);  Tang FZ(唐凤珍);  Si BL(斯白露);  Feng XS(封锡盛)
View  |  Adobe PDF(797Kb)  |  Favorite  |  View/Download:142/20  |  Submit date:2019/04/13
Brain-computer interfaces  Convolutional neural network  Joint space–time–frequency feature learning  Subject-to-subject weight transfer  Small labeled data