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面向计算机视觉的神经网络架构设计 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  李志航
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神经网络架构设计  网络架构搜索  图像分类  目标检测  
Computation of an Emptiable Minimal Siphon in a Subclass of Petri Nets Using Mixed-Integer Programming 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 219-226
Authors:  Shouguang Wang;  Wenli Duo;  Xin Guo;  Xiaoning Jiang;  Dan You;  Kamel Barkaoui;  MengChu Zhou
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Automated manufacturing systems  deadlocks  discrete event system  mixed-integer programming (MIP)  Petri nets (PN)  siphons  
Big Data Analytics in Healthcare — A Systematic Literature Review and Roadmap for Practical Implementation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 1-22
Authors:  Sohail Imran;  Tariq Mahmood;  Ahsan Morshed;  Timos Sellis
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Big data analytics (BDA)  big data architecture  healthcare  NoSQL data stores  patient care  roadmap  systematic literature review  
Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411
Authors:  Xin Luo;  Wen Qin;  Ani Dong;  Khaled Sedraoui;  MengChu Zhou
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Big data  industrial application  industrial data  latent factor analysis  machine learning  parallel algorithm  recommender system (RS)  stochastic gradient descent (SGD)  
Control of Non-Deterministic Systems With μ-Calculus Specifications Using Quotienting 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 953-970
Authors:  Samik Basu;  Ratnesh Kumar
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Discrete event systems (DES)  non-deterministic plant  μ-calculus  supervisory control  
Edge-Aware Monocular Dense Depth Estimation with Morphology 会议论文
, Milan, Italy, 2021-1
Authors:  Zhi, Li;  Xiao yang, Zhu;  Hai tao, Yu;  Qi, Zhang;  Yong shi, Jiang
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A Novel Rolling Bearing Vibration Impulsive Signals Detection Approach Based on Dictionary Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1188-1198
Authors:  Chuan Sun;  Hongpeng Yin;  Yanxia Li;  Yi Chai
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Dictionary learning  impulsive signals detection  K-clustering with singular value decomposition (K-SVD)  minimum entropy deconvolution  rolling bearing  signal processing  
FISS GAN: A Generative Adversarial Network for Foggy Image Semantic Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1428-1439
Authors:  Kunhua Liu;  Zihao Ye;  Hongyan Guo;  Dongpu Cao;  Long Chen;  Fei-Yue Wang
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Edge GAN  foggy images  foggy image semantic segmentation GAN  semantic segmentation  
Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
Authors:  Akshay Agrawal;  Shane Barratt;  Stephen Boyd
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Convex optimization  differentiable optimization  machine learning  
复杂环境下的图像目标检测与可视化 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  潘兴甲
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目标检测  动态修正  旋转卷积  密集排列  自监督  大尺度目标  图像可视化