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| Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1106-1126
作者: Wenqi Ren; Yang Tang; Qiyu Sun; Chaoqiang Zhao; Qing-Long Han
 Adobe PDF(12695Kb) |  收藏 | 浏览/下载：19/2 | 提交时间：2024/04/10
Computer vision deep learning few-shot learning low-shot learning semantic segmentation zero-shot learning |
| Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 932-945
作者: Bin Yang ; Yaguo Lei; Xiang Li; Naipeng Li; Asoke K. Nandi
Adobe PDF(18822Kb) | 收藏 | 浏览/下载：32/6 | 提交时间：2024/03/18
Deep transfer learning domain adaptation incorrect label annotation intelligent fault diagnosis rotating machines |
| Communication-Aware Mobile Relaying via an AUV for Minimal Wait Time: A Broad Learning-Based Solution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 797-799
作者: Wenqiang Cao; Jing Yan; Xian Yang; Cailian Chen; Xinping Guan
 Adobe PDF(5590Kb) | 收藏 | 浏览/下载：68/17 | 提交时间：2024/02/19 |
| Sparse Reconstructive Evidential Clustering for Multi-View Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 459-473
作者: Chaoyu Gong; Yang You
Adobe PDF(1769Kb) | 收藏 | 浏览/下载：51/26 | 提交时间：2024/01/23
Evidence theory multi-view clustering (MVC) optimization sparse reconstruction |
| Security and Privacy in Solar Insecticidal Lamps Internet of Things: Requirements and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 58-73
作者: Qingsong Zhao; Lei Shu; Kailiang Li; Mohamed Amine Ferrag; Ximeng Liu; Yanbin Li
Adobe PDF(3374Kb) | 收藏 | 浏览/下载：231/170 | 提交时间：2024/01/02
Challenges Internet of Things (IoT) privacy and security security requirements solar insecticidal lamps (SIL) |
| Multi-Objective Optimization for an Industrial Grinding and Classification Process Based on PBM and RSM 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2124-2135
作者: Xiaoli Wang; Luming Liu; Lian Duan; Qian Liao
Adobe PDF(5258Kb) | 收藏 | 浏览/下载：85/34 | 提交时间：2023/09/22
Decision-making technique grinding process multi-objective optimization response surface method (RSM) |
| Constrained Moving Path Following Control for UAV With Robust Control Barrier Function 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1557-1570
作者: Zewei Zheng; Jiazhe Li; Zhiyuan Guan; Zongyu Zuo
Adobe PDF(8472Kb) | 收藏 | 浏览/下载：91/33 | 提交时间：2023/06/14
Moving path following (MPF) robust control barrier function safety margin shipboard landing unmanned aerial vehicle (UAV) |
| Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者: Sibo Cheng; César Quilodrán-Casas; Said Ouala; Alban Farchi; Che Liu; Pierre Tandeo; Ronan Fablet; Didier Lucor; Bertrand Iooss; Julien Brajard; Dunhui Xiao; Tijana Janjic; Weiping Ding; Yike Guo; Alberto Carrassi; Marc Bocquet; Rossella Arcucci
Adobe PDF(17725Kb) | 收藏 | 浏览/下载：91/29 | 提交时间：2023/05/29
Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| UltraStar: A Lightweight Simulator of Ultra-Dense LEO Satellite Constellation Networking for 6G 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 632-645
作者: Xiaoyu Liu; Ting Ma; Zhixuan Tang; Xiaohan Qin; Haibo Zhou; Xuemin (Sherman) Shen
Adobe PDF(6265Kb) | 收藏 | 浏览/下载：147/52 | 提交时间：2023/03/02
Discrete event simulation (DES) mega-constellation network dynamics performance evaluation simulation architecture design |
| 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
作者: Qinghai Miao; Yisheng Lv; Min Huang; Xiao Wang; Fei-Yue Wang
Adobe PDF(11937Kb) | 收藏 | 浏览/下载：845/145 | 提交时间：2023/03/02
Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
