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基于层次化异质图神经网络的企业信用评级技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  冯博 靖
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图神经网络  异质图网络  企业信用评级  
基于新型神经网络与触发机制的机械臂自适应控制研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  高洁
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自适应神经网络控制  触发控制  机械臂运动控制  反步法  观测器估计  滤波控制  
ESI计算机科学领域热点论文(2022年3月) 其他
2022-03-24
Authors:  张桂英
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Deep Learning Based Attack Detection for Cyber-Physical System Cybersecurity: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 377-391
Authors:  Jun Zhang;  Lei Pan;  Qing-Long Han;  Chao Chen;  Sheng Wen;  Yang Xiang
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Cyber-physical system  cybersecurity  deep learning  intrusion detection  pattern classification  
Improving Dendritic Neuron Model With Dynamic Scale-Free Network-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 99-110
Authors:  Yang Yu;  Zhenyu Lei;  Yirui Wang;  Tengfei Zhang;  Chen Peng;  Shangce Gao
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Artificial neuron networks (ANNs)  dendrite neuron network  differential evolution (DE)  scale-free network  
A Framework for Distributed Semi-supervised Learning Using Single-layer Feedforward Networks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 63-74
Authors:  Jin Xie, San-Yang Liu, Jia-Xi Chen
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Distributed learning (DL)  semi-supervised learning (SSL)  manifold regularization (MR)  single layer feed-forward neural network (SLFNN)  privacy preserving  
A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 812-833
Authors:  Xinlei Yi;  Shengjun Zhang;  Tao Yang;  Tianyou Chai;  Karl Henrik Johansson
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Distributed nonconvex optimization  linear speedup  Polyak-Łojasiewicz (P-Ł) condition  primal-dual algorithm  stochastic gradient descent  
Towards Long Lifetime Battery: AI-Based Manufacturing and Management 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1139-1165
Authors:  Kailong Liu;  Zhongbao Wei;  Chenghui Zhang;  Yunlong Shang;  Remus Teodorescu;  Qing-Long Han
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Artificial intelligence  battery health management  battery life diagnostic  battery manufacturing  smart battery  
Disagreement and Antagonism in Signed Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1166-1187
Authors:  Yuxin Wu;  Deyuan Meng;  Zheng-Guang Wu
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Antagonistic interaction  disagreement behavior  dynamic topology  signed network  static topology  
Networked Knowledge and Complex Networks: An Engineering View 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1366-1383
Authors:  Jinhu Lü;  Guanghui Wen;  Ruqian Lu;  Yong Wang;  Songmao Zhang
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Complex network  knowledge graph  networked knowledge  neural network