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面向算力网络的智慧调度综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 6, 页码: 1086-1103
作者:  李逸博;  李小平;  王爽;  蒋嶷川
Adobe PDF(1752Kb)  |  收藏  |  浏览/下载：9/5  |  提交时间：2024/07/02
算力网络  云计算  边缘计算  资源调度  知识  
基于区块链的联邦学习: 模型、方法与应用 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 6, 页码: 1059-1085
作者:  李程;  袁勇;  郑志勇;  杨东;  王飞跃
Adobe PDF(2337Kb)  |  收藏  |  浏览/下载：9/4  |  提交时间：2024/07/02
区块链  联邦学习  智能合约  机器学习  隐私保护  
Privacy-Preserving Average Consensus Algorithm Under Round-Robin Scheduling Protocol 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1705-1707
作者:  Yingjiang Guo;  Wenying Xu;  Haodong Wang;  Jianquan Lu;  Shengli Du
Adobe PDF(728Kb)  |  收藏  |  浏览/下载：31/14  |  提交时间：2024/06/07
Distributed Optimal Variational GNE Seeking in Merely Monotone Games 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1621-1630
作者:  Wangli He;  Yanzhen Wang
Adobe PDF(2076Kb)  |  收藏  |  浏览/下载：25/12  |  提交时间：2024/06/07
Distributed algorithms  equilibria selection  generalized Nash equilibrium (GNE)  merely monotone games  
Nonlinear Filtering With Sample-Based Approximation Under Constrained Communication: Progress, Insights and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1539-1556
作者:  Weihao Song;  Zidong Wang;  Zhongkui Li;  Jianan Wang;  Qing-Long Han
Adobe PDF(1858Kb)  |  收藏  |  浏览/下载：30/9  |  提交时间：2024/06/07
Communication constraints  maximum correntropy filter  networked nonlinear filtering  particle filter  sample-based approximation  unscented Kalman filter  
Generalized Embedding Machines for Recommender Systems 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 571-584
作者:  Enneng Yang;  Xin Xin;  Li Shen;  Yudong Luo;  Guibing Guo
Adobe PDF(1617Kb)  |  收藏  |  浏览/下载：51/17  |  提交时间：2024/05/23
Feature interactions, high-order interaction, factorization machine (FM), recommender system, graph neural network (GNN)  
Overhead-free Noise-tolerant Federated Learning: A New Baseline 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 526-537
作者:  Shiyi Lin;  Deming Zhai;  Feilong Zhang;  Junjun Jiang;  Xianming Liu;  Xiangyang Ji
Adobe PDF(1816Kb)  |  收藏  |  浏览/下载：38/10  |  提交时间：2024/05/23
Federated learning, noise-label learning, privacy-preserving machine learning, edge intelligence, distributed machine learning  
Ripple Knowledge Graph Convolutional Networks for Recommendation Systems 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 481-494
作者:  Chen Li;  Yang Cao;  Ye Zhu;  Debo Cheng;  Chengyuan Li;  Yasuhiko Morimoto
Adobe PDF(3688Kb)  |  收藏  |  浏览/下载：39/17  |  提交时间：2024/05/23
Deep learning, recommendation systems, knowledge graph, graph convolutional networks (GCNs), graph neural networks (GNNs)  
A Non-Parametric Scheme for Identifying Data Characteristic Based on Curve Similarity Matching 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1424-1437
作者:  Quanbo Ge;  Yang Cheng;  Hong Li;  Ziyi Ye;  Yi Zhu;  Gang Yao
Adobe PDF(2544Kb)  |  收藏  |  浏览/下载：47/15  |  提交时间：2024/05/22
Curve similarity matching  Gaussian-like noise  non-parametric scheme  parzen window  
Adaptive Event-triggered Time-varying Output Group Formation Containment Control of Heterogeneous Multiagent Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1398-1409
作者:  Lihong Feng;  Bonan Huang;  Jiayue Sun;  Qiuye Sun;  Xiangpeng Xie
Adobe PDF(3455Kb)  |  收藏  |  浏览/下载：31/13  |  提交时间：2024/05/22
Adaptive control  event-triggered mechanisms  formation containment (FC)  heterogeneous multiagent systems  time-varying group formation