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iCmSC: Incomplete Cross-Modal Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 305-317
Authors:  Wang QQ(王倩倩);  Lian, Huanhuan;  Sun G(孙干);  Gao QX(高全学);  Jiao, Licheng
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Cross-modal subspace clustering  incomplete data  deep canonical correlation analysis  l(1,2)-norm  
高维数据可视化技术研究与实现 学位论文
专业学位硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  魏世超
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高维数据  混合属性数据  降维可视化  可视化推荐  工业应用  
Prediction of the RFID Identification Rate Based on the Neighborhood Rough Set and Random Forest for Robot Application Scenarios 期刊论文
Complexity, 2020, 卷号: 2020, 页码: 1-15
Authors:  Wang, Hong-Gang;  Wang, Shan-Shan;  Pan, Ruo-Yu;  Pang, Sheng-Li;  Liu, Xiao-Song;  Luo, Zhi-Yong;  Zhou, Sheng-Pei
Adobe PDF(2134Kb)  |  Favorite  |  View/Download:2/0  |  Submit date:2021/01/24
群海洋机器人区域监视方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  李冠男
Adobe PDF(8278Kb)  |  Favorite  |  View/Download:146/39  |  Submit date:2019/12/12
海洋机器人  群机器人  区域监视  长期自治  协同任务分配  
基于在线学习的多任务方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  孙干
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终身机器学习  多任务学习  在线学习  度量学习  迁移学习  
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)
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Lifelong Learning  Metric Learning  Multi-task Learning  Low-rank Subspace  
Anomaly detection via adaptive greedy model 期刊论文
Neurocomputing, 2019, 卷号: 330, 页码: 369-379
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Liu J(刘霁);  Xu XW(徐晓伟)
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Anomaly detection  Dictionary selection  Forward–backward greedy algorithm  ℓ0 norm  ℓ2,0 norm  
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)
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Brain-computer interfaces  Convolutional neural network  Joint space–time–frequency feature learning  Subject-to-subject weight transfer  Small labeled data  
Efficient 3D object recognition via geometric information preservation 期刊论文
Pattern Recognition, 2019, 卷号: 92, 页码: 135-145
Authors:  Liu HS(刘洪森);  Cong Y(丛杨);  Yang, Chenguang;  Tang YD(唐延东)
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Stacked 3D feature encoder  3D object recognition  6-DOF pose estimation  Geometric information preservation  
工业无线传感器网络高精度高安全时间同步方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  王照伟
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时间同步  工业无线传感器网络  高精度  安全