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| Uncertainty-aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1317-1330
作者: Jiaxin Ren; Jingcheng Wen; Zhibin Zhao; Ruqiang Yan; Xuefeng Chen; Asoke K. Nandi
 Adobe PDF(16165Kb) |  收藏 | 浏览/下载：43/10 | 提交时间：2024/05/22
Out-of-distribution detection traceability analysis trustworthy fault diagnosis uncertainty quantification |
| Set Stabilization of Large-Scale Stochastic Boolean Networks: A Distributed Control Strategy 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 806-808
作者: Lin Lin ; Jinde Cao; Jianquan Lu; Leszek Rutkowski
Adobe PDF(3542Kb) | 收藏 | 浏览/下载：102/29 | 提交时间：2024/02/19 |
| A Length-Adaptive Non-Dominated Sorting Genetic Algorithm for Bi-Objective High-Dimensional Feature Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1834-1844
作者: Yanlu Gong; Junhai Zhou; Quanwang Wu; MengChu Zhou; Junhao Wen
 Adobe PDF(1308Kb) | 收藏 | 浏览/下载：130/63 | 提交时间：2023/08/10
Bi-objective optimization feature selection (FS) genetic algorithm high-dimensional data length-adaptive |
| Input Structure Design for Structural Controllability of Complex Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1571-1581
作者: Lifu Wang; Zhaofei Li; Guotao Zhao; Ge Guo; Zhi Kong
Adobe PDF(2572Kb) | 收藏 | 浏览/下载：109/40 | 提交时间：2023/06/14
Complex network input configuration minimum controlled node set structural controllability |
| DeCASA in AgriVerse: Parallel Agriculture for Smart Villages in Metaverses 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2055-2062
作者: Xiujuan Wang; Mengzhen Kang; Hequan Sun; Philippe de Reffye; Fei-Yue Wang
Adobe PDF(1091Kb) | 收藏 | 浏览/下载：419/222 | 提交时间：2022/12/02
Parallel Agriculture Management and Control AgriVerse Agriculture CPSS ACP DAO-Based Platform Precision Agriculture |
| 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
作者: Jinhu Lü; Guanghui Wen; Ruqian Lu; Yong Wang; Songmao Zhang
Adobe PDF(1876Kb) | 收藏 | 浏览/下载：180/30 | 提交时间：2022/08/01
Complex network knowledge graph networked knowledge neural network |
| A Distributed Framework for Large-scale Protein-protein Interaction Data Analysis and Prediction Using MapReduce 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 160-172
作者: Lun Hu; Shicheng Yang; Xin Luo; Huaqiang Yuan; Khaled Sedraoui; MengChu Zhou
Adobe PDF(1993Kb) | 收藏 | 浏览/下载：279/65 | 提交时间：2021/11/03
Distributed computing large-scale prediction machine learning MapReduce protein-protein interaction (PPI) |
| Hierarchical Reinforcement Learning With Automatic Sub-Goal Identification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1686-1696
作者: Chenghao Liu; Fei Zhu; Quan Liu; Yuchen Fu
Adobe PDF(5095Kb) | 收藏 | 浏览/下载：136/48 | 提交时间：2021/09/03
Hierarchical control hierarchical reinforcement learning option sparse reward sub-goal |
| MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1614-1626
作者: Ke Zhang; Yukun Su; Xiwang Guo; Liang Qi; Zhenbing Zhao
Adobe PDF(13892Kb) | 收藏 | 浏览/下载：132/22 | 提交时间：2021/09/03
Attention U-Net connection encoder-decoder architecture facial attribute editing multi-attention mechanism |
| Energy Consumption Prediction of a CNC Machining Process With Incomplete Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 987-1000
作者: Jian Pan; Congbo Li; Ying Tang; Wei Li; Xiaoou Li
Adobe PDF(2661Kb) | 收藏 | 浏览/下载：218/53 | 提交时间：2021/04/09
Energy consumption prediction incomplete data generative adversarial imputation nets (GAIN) gene expression programming (GEP) |
