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| A Weakly-Supervised Crowd Density Estimation Method Based on Two-Stage Linear Feature Calibration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 965-981
作者: Yong-Chao Li; Rui-Sheng Jia; Ying-Xiang Hu; Hong-Mei Sun
 Adobe PDF(10448Kb) |  收藏 | 浏览/下载：21/8 | 提交时间：2024/03/18
Crowd density estimation linear feature calibration vision transformer weakly-supervision learning |
| Even Search in a Promising Region for Constrained Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 474-486
作者: Fei Ming; Wenyin Gong; Yaochu Jin
Adobe PDF(1847Kb) | 收藏 | 浏览/下载：36/17 | 提交时间：2024/01/23
Constrained multi-objective optimization even search evolutionary algorithms promising region real-world problems |
| A Self-Adapting and Efficient Dandelion Algorithm and Its Application to Feature Selection for Credit Card Fraud Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 377-390
作者: Honghao Zhu; MengChu Zhou; Yu Xie; Aiiad Albeshri
Adobe PDF(2674Kb) | 收藏 | 浏览/下载：37/15 | 提交时间：2024/01/23
Credit card fraud detection (CCFD) dandelion algorithm (DA) feature selection normal sowing operator |
| Integral Event-Triggered Attack-Resilient Control of Aircraft-on-Ground Synergistic Turning System With Uncertain Tire Cornering Stiffness 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1276-1287
作者: Chenglong Du; Fanbiao Li; Yang Shi; Chunhua Yang; Weihua Gui
Adobe PDF(4298Kb) | 收藏 | 浏览/下载：98/34 | 提交时间：2023/04/26
Adaptive observer aircraft-on-ground (AoG) synergistic turning attack-resilient controller integral-based event-triggered mechanism $ \makescalebox{0.8}{{\cal{L}}_2}$-stability |
| Squeezing More Past Knowledge for Online Class-Incremental Continual Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 722-736
作者: Da Yu; Mingyi Zhang ; Mantian Li; Fusheng Zha; Junge Zhang; Lining Sun; Kaiqi Huang
Adobe PDF(7599Kb) | 收藏 | 浏览/下载：231/94 | 提交时间：2023/03/02
Catastrophic forgetting class-incremental learning continual learning (CL) experience replay |
| Online Optimization in Power Systems With High Penetration of Renewable Generation: Advances and Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 839-858
作者: Zhaojian Wang; Wei Wei; John Zhen Fu Pang; Feng Liu; Bo Yang; Xinping Guan; Shengwei Mei
Adobe PDF(2336Kb) | 收藏 | 浏览/下载：155/28 | 提交时间：2023/03/22
Feedback optimization Lyapunov optimization online convex optimization online optimization optimization-guided control |
| Adaptive Graph Embedding With Consistency and Specificity for Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2094-2107
作者: Shaohua Teng; Zefeng Zheng; Naiqi Wu; Luyao Teng; Wei Zhang
Adobe PDF(1786Kb) | 收藏 | 浏览/下载：111/48 | 提交时间：2023/09/22
Adaptive adjustment consistency and specificity domain adaptation graph embedding geometrical and semantic metrics |
| Loop Closure Detection via Locality Preserving Matching With Global Consensus 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 411-426
作者: Jiayi Ma; Kaining Zhang; Junjun Jiang
 Adobe PDF(15763Kb) | 收藏 | 浏览/下载：193/44 | 提交时间：2023/01/16
Feature matching locality preserving matching loop closure detection SLAM |
| 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：86/28 | 提交时间：2023/05/29
Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
作者: Qing Xu; Min Wu; Edwin Khoo; Zhenghua Chen; Xiaoli Li
Adobe PDF(6437Kb) | 收藏 | 浏览/下载：193/68 | 提交时间：2023/01/03
Deep learning early prediction lithium-ion battery remaining useful life (RUL) |
