已选(0)清除
条数/页: 排序方式: |
| Cognitive Navigation for Intelligent Mobile Robots: A Learning-Based Approach With Topological Memory Configuration 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1933-1943 作者: Qiming Liu; Xinru Cui; Zhe Liu; Hesheng Wang
Adobe PDF(10608Kb)  |   收藏  |  浏览/下载:2/1  |  提交时间:2024/08/09 Graph neural networks (GNNs) spatial memory topological map visual navigation |
| 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:31/12  |  提交时间:2024/07/16 |
| Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801 作者: Sheng Qi; Rui Wang ; Tao Zhang; Weixiong Huang; Fan Yu; Ling Wang
Adobe PDF(2019Kb)  |   收藏  |  浏览/下载:23/13  |  提交时间:2024/07/16 Evolutionary algorithms pattern mining sparse large-scale multi-objective problems (SLMOPs) sparse large-scale optimization |
| 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:26/11  |  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:62/25  |  提交时间:2024/06/07 Domain adaptation low-rank constraint noise corruption optimal transport |
| 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:73/23  |  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 |
| Mapping Network-coordinated Stacked Gated Recurrent Units for Turbulence Prediction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1331-1341 作者: Zhiming Zhang; Shangce Gao; MengChu Zhou; Mengtao Yan; Shuyang Cao
Adobe PDF(7172Kb)  |   收藏  |  浏览/下载:78/33  |  提交时间:2024/05/22 Convolutional neural network deep learning recurrent neural network turbulence prediction wind load prediction |
| 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:53/14  |  提交时间:2024/05/22 Out-of-distribution detection traceability analysis trustworthy fault diagnosis uncertainty quantification |
| 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:72/11  |  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:65/15  |  提交时间:2024/04/10 Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |