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Data-Driven Fault Compensation Tracking Control for Coupled Wastewater Treatment Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 294-297
Authors:  Peihao Du;  Weimin Zhong;  Xin Peng;  Linlin Li;  Zhi Li
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Optimal Injection Attack for UCPS Under Vertical Depth-Keeping Task Via Game Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 287-289
Authors:  Sheng Gao;  Hao Zhang;  Zhuping Wang;  Chao Huang;  Huaicheng Yan
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Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
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Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
Detecting Vulnerability on IoT Device Firmware: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 25-41
Authors:  Xiaotao Feng;  Xiaogang Zhu;  Qing-Long Han;  Wei Zhou;  Sheng Wen;  Yang Xiang
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Firmware emulation  internet of things (IoT) firmware  network fuzzing  security  static analysis  
Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 1-18
Authors:  Hong Qiao
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Brain-inspired intelligent robot  software and hardware  decision making  muscle control  cognitive intelligence  
Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors:  Qiang Yang
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Federated learning  privacy-preserving machine learning  security  decentralized learning  intellectual property protection  
Deep Gradient Learning for Efficient Camouflaged Object Detection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 92-108
Authors:  Ge-Peng Ji
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Camouflaged object detection (COD)  object gradient  soft grouping  efficient model  image segmentation  
Pruning-aware Sparse Regularization for Network Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
Authors:  Nan-Fei Jiang
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Deep learning  convolutional neural network (CNN)  model compression and acceleration  network pruning  regularization  
A Survey on the Control Lyapunov Function and Control Barrier Function for Nonlinear-Affine Control Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 584-602
Authors:  Boqian Li;  Shiping Wen;  Zheng Yan;  Guanghui Wen;  Tingwen Huang
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Control barrier function (CBF)  control Lyapunov function (CLF)  nonlinear-affine control systems  
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
Authors:  Qinghai Miao;  Yisheng Lv;  Min Huang;  Xiao Wang;  Fei-Yue Wang
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Machine learning  parallel learning  parallel systems  sim-to-real  syn-to-real  virtual-to-real