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Representative Task Self-Selection for Flexible Clustered Lifelong Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 页码: 1-15
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang QQ(王倩倩);  Zhong BN(钟必能);  Fu Y(付昀)
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Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
A Kriged Compressive Sensing Approach to Reconstruct Acoustic Fields From Measurements Collected by Underwater Vehicles 期刊论文
IEEE Journal of Oceanic Engineering, 2021, 卷号: 46, 期号: 1, 页码: 294-306
Authors:  Sun J(孙洁);  Liu SJ(刘世杰);  Zhang FM(张福民);  Song AJ(宋爱军);  Yu JC(俞建成);  Zhang AQ(张艾群)
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Acoustic field reconstruction  compressive sensing (CS)  kriging interpolation  underwater mobile platforms  
A Novel Evolution Strategy of Level Set Method for the Segmentation of Overlapping Cervical Cells 期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 1, 页码: 1-23
Authors:  Liu GQ(刘广琦);  Ding QH(丁庆海);  Luo HB(罗海波);  Ju MR(鞠默然);  Jin TM(金天明);  He M(何淼);  Dong G(董刚)
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cervical cell  image segmentation  level set method  ISBI  topology filtering  
Joint Algorithm of Message Fragmentation and No-Wait Scheduling for Time-Sensitive Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 478-490
Authors:  Jin X(金曦);  Xia CQ(夏长清);  Guan N(关楠);  Zeng P(曾鹏)
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Message fragmentation  networked control system  real-time scheduling  time sensitive network  
Intelligent decision-making of scheduling for dynamic permutation flowshop via deep reinforcement learning 期刊论文
Sensors (Switzerland), 2021, 卷号: 21, 期号: 3, 页码: 1-20
Authors:  Yang SL(杨圣落);  Xu ZG(徐志刚);  Wang JY(王军义)
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permutation flowshop scheduling problem  deep reinforcement learning  actor-critic  dynamic scheduling  real-time scheduling  new job arrival  tardiness cost  
光学与超声图像复原方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  刘鹏飞
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图像去模糊  高光谱重建  卷积神经网络  特征金字塔  特征迁移  
基于神经信号识别的颅内电极精准植入关键技术研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  曹蕾
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颅内电极精准植入  立体定向手术机器人  电极—组织交互  柔性植入路径规划  神经信号识别靶点  
基于前视声纳的水下环境地图构建方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  蒋敏
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水下机器人  前视声纳  声纳图像配准  声学闭环检测  声光双目  
移动机器人自主增量式导航行为学习 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  胡艳明
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移动机器人导航  增量式学习  机器人学习  主动学习  潜意识学习  
面向复杂点云数据的3D目标识别技术研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  刘洪森
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3D目标识别技术  复杂点云场景  6-DOF位姿估计