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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
Adobe PDF(4602Kb)  |  收藏  |  浏览/下载：20/7  |  提交时间：2024/03/18
Data privacy  distributed machine learning  federated learning  software frameworks  
End-to-End Paired Ambisonic-Binaural Audio Rendering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 502-513
作者:  Yin Zhu;  Qiuqiang Kong;  Junjie Shi;  Shilei Liu;  Xuzhou Ye;  Ju-Chiang Wang;  Hongming Shan;  Junping Zhang
Adobe PDF(9612Kb)  |  收藏  |  浏览/下载：44/14  |  提交时间：2024/01/23
Ambisonic  attention  binaural rendering  neural network  
Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者:  Ding Wang;  Ning Gao;  Derong Liu;  Jinna Li;  Frank L. Lewis
Adobe PDF(1945Kb)  |  收藏  |  浏览/下载：245/180  |  提交时间：2024/01/02
Adaptive dynamic programming (ADP)  advanced control  complex environment  data-driven control  event-triggered design  intelligent control  neural networks  nonlinear systems  optimal control  reinforcement learning (RL)  
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
作者:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
Adobe PDF(2887Kb)  |  收藏  |  浏览/下载：477/335  |  提交时间：2023/01/03
Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
作者:  Ahmad Chaddad;  Qizong Lu;  Jiali Li;  Yousef Katib;  Reem Kateb;  Camel Tanougast;  Ahmed Bouridane;  Ahmed Abdulkadir
Adobe PDF(6028Kb)  |  收藏  |  浏览/下载：499/360  |  提交时间：2023/03/22
Domain adaptation  explainable artificial intelligence  federated learning  
Robotic Knee Tracking Control to Mimic the Intact Human Knee Profile Based on Actor-Critic Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 19-30
作者:  Ruofan Wu;  Zhikai Yao;  Jennie Si;  He (Helen) Huang
Adobe PDF(1893Kb)  |  收藏  |  浏览/下载：166/33  |  提交时间：2021/11/03
Automatic tracking of intact knee  configuration of robotic knee prosthesis  direct heuristic dynamic programming (dHDP)  reinforcement learning control  
A Behavioral Authentication Method for Mobile Based on Browsing Behaviors 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1528-1541
作者:  Dongxiang Chen;  Zhijun Ding;  Chungang Yan;  Mimi Wang
浏览  |  Adobe PDF(6418Kb)  |  收藏  |  浏览/下载：110/44  |  提交时间：2021/03/11
Behavioral authentication  browsing behaviors  mobile device  multiple factors  
Social Manufacturing for High-end Apparel Customization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2018, 卷号: 5, 期号: 2, 页码: 489-500
作者:  Shang XQ(商秀芹)
Adobe PDF(8892Kb)  |  收藏  |  浏览/下载：125/40  |  提交时间：2022/04/25
Big data, collaborative management, social manufacturing cloud, 3D apparel customiza  
From Mind to Products:Towards Social Manufacturing and Service 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2018, 卷号: 5, 期号: 1, 页码: 47-57
作者:  Xiong G(熊刚);  Feiyue Wang;  Timo R. Nyberg;  Xiuqin Shang;  Mengchu Zhou;  Zhen Shen;  Shuangshuang Li;  Chao Guo
浏览  |  Adobe PDF(4825Kb)  |  收藏  |  浏览/下载：445/94  |  提交时间：2017/09/21
Social Manufacturing  Social Networks  3d Printing  Cloud Computing  Big Data  Intelligent System