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基于时序数据挖掘的化工生产工艺异常诊断研究 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:  李俊朋
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时间序列  线性分段  核主成分  异常检测  
基于深度学习的人体行为检测方法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  高松
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人体行为检测  深度学习  时序行为候选  实时检测  人-物交互  
结合栈式自编码及长短时记忆的入侵检测研究 期刊论文
系统仿真学报, 2020, 页码: 1-9
Authors:  林硕;  安磊;  高治军;  单丹;  尚文利
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深度学习  入侵检测技术  栈式降噪自编码器  长短时记忆网络  
基于生成对抗网络的红外图像数据增强 期刊论文
计算机应用, 2020, 卷号: 40, 期号: 7, 页码: 2084-2088
Authors:  陈佛计;  朱枫;  吴清潇;  郝颖明;  王恩德
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红外图像生成  生成对抗网络  图像转换  数据增强  生成图像质量评估  
A method for degradation prediction based on Hidden Semi-Markov models with mixture of Kernels 期刊论文
Computers in Industry, 2020, 卷号: 122, 页码: 1-13
Authors:  Yang TJ(杨天吉);  Zheng ZY(郑泽宇);  Qi L(亓亮)
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Prognostics and health management  Remaining useful lifetime  Hidden semi-Markov models  Kernel method approximationa  
The DIAMOND Model: Deep Recurrent Neural Networks for Self-Organizing Robot Control 期刊论文
Frontiers in Neurorobotics, 2020, 卷号: 14, 页码: 1-7
Authors:  Smith, Simón C.;  Dharmadi, Richard;  Imrie, Calum;  Si BL(斯白露);  Herrmann, J. Michael
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deep neural networks  autonomous learning  homeokinesis  self-organizing control  robot control  
Model-Agnostic Metalearning-Based Text-Driven Visual Navigation Model for Unfamiliar Tasks 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 166742-166752
Authors:  Xue TF(薛天放);  Yu HB(于海斌)
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Navigation  Task analysis  Visualization  Adaptation models  Semantics  Robots  Feature extraction  Mapless-visual navigation  semantic segmentation  text-driven  model-agnostic meta-learning  
Image Clustering Based on Multi-Scale Deep Maximize Mutual Information and Self-Training Algorithm 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 160285-160296
Authors:  Yu SQ(余思泉);  Shen, Guiping;  Wang, Peiyao;  Wang, Yuning;  Wu, Chengdong
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Clustering algorithms  Mutual information  Image representation  Neural networks  Clustering methods  Feature extraction  Task analysis  Representation learning  image clustering  mutual information maximization  self-training algorithm  
Continuous human gait tracking using sEMG signals 会议论文
42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020, Montreal, QC, Canada, July 20-24, 2020
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉)(,21);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
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Food Recommendation: Framework, Existing Solutions, and Challenges 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 10, 页码: 2659-2671
Authors:  Min WQ(闵巍庆);  Jiang SQ(蒋树强);  Jain, Ramesh
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Artificial intelligence  knowledge based systems  image recognition  data mining  health information management