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| Statistical Process Monitoring Based on Ensemble Structure Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1889-1891 作者: Likang Shi; Chudong Tong; Ting Lan; Xuhua Shi
Adobe PDF(624Kb)  |   收藏  |  浏览/下载:12/4  |  提交时间:2024/07/16 |
| A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1777-1785 作者: Xiaofeng Yuan; Weiwei Xu; Yalin Wang; Chunhua Yang; Weihua Gui
Adobe PDF(1400Kb)  |   收藏  |  浏览/下载:13/7  |  提交时间:2024/07/16 Deep residual partial least squares (DRPLS) nonlinear function quality prediction soft sensor |
| Low-Rank Optimal Transport for Robust Domain Adaptation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1667-1680 作者: Bingrong Xu; Jianhua Yin; Cheng Lian; Yixin Su; Zhigang Zeng
Adobe PDF(3368Kb)  |   收藏  |  浏览/下载:46/21  |  提交时间:2024/06/07 Domain adaptation low-rank constraint noise corruption optimal transport |
| 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:39/13  |  提交时间:2024/06/07 Communication constraints maximum correntropy filter networked nonlinear filtering particle filter sample-based approximation unscented Kalman filter |
| 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:58/17  |  提交时间:2024/05/22 Curve similarity matching Gaussian-like noise non-parametric scheme parzen window |
| A Two-layer Encoding Learning Swarm Optimizer based on Frequent Itemsets for Sparse Large-scale Multi-objective Optimization 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1342-1357 作者: Sheng Qi; Rui Wang; Tao Zhang; Xu Yang ; Ruiqing Sun; Ling Wang
Adobe PDF(3038Kb)  |   收藏  |  浏览/下载:59/19  |  提交时间:2024/05/22 Evolutionary algorithms learning swarm optimization sparse large-scale optimization sparse large-scale multi-objective problems two-layer encoding |
| 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:40/8  |  提交时间:2024/05/22 Out-of-distribution detection traceability analysis trustworthy fault diagnosis uncertainty quantification |
| Deterministic Learning-Based Neural PID Control for Nonlinear Robotic Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1227-1238 作者: Qinchen Yang; Fukai Zhang; Cong Wang![](/image/person.jpg)
Adobe PDF(4415Kb)  |   收藏  |  浏览/下载:73/26  |  提交时间:2024/04/10 Adaptive neural control (ANC) deterministic learning (DL) neural network (NN) robot manipulators |
| 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:59/7  |  提交时间:2024/04/10 Computer vision deep learning few-shot learning low-shot learning semantic segmentation zero-shot learning |
| Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105 作者: MengChu Zhou; Meiji Cui; Dian Xu; Shuwei Zhu; Ziyan Zhao; Abdullah Abusorrah
Adobe PDF(2100Kb)  |   收藏  |  浏览/下载:51/11  |  提交时间:2024/04/10 Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |