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| Knowledge Transfer Learning via Dual Density Sampling for Resource-Limited Domain Adaptation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2269-2291 作者: Zefeng Zheng; Luyao Teng; Wei Zhang ; Naiqi Wu; Shaohua Teng
Adobe PDF(15412Kb)  |   收藏  |  浏览/下载:146/27  |  提交时间:2023/10/31 Cross-domain risk dual density sampling intra-domain risk maximum mean discrepancy knowledge transfer learning resource-limited domain adaptation |
| Diverse Deep Matrix Factorization With Hypergraph Regularization for Multi-View Data Representation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2154-2167 作者: Haonan Huang; Guoxu Zhou; Naiyao Liang; Qibin Zhao; Shengli Xie
Adobe PDF(3206Kb)  |   收藏  |  浏览/下载:164/47  |  提交时间:2023/09/22 Deep matrix factorization (DMF) diversity hypergraph regularization multi-view data representation (MDR) |
| 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![](/image/person.jpg)
Adobe PDF(1786Kb)  |   收藏  |  浏览/下载:156/67  |  提交时间:2023/09/22 Adaptive adjustment consistency and specificity domain adaptation graph embedding geometrical and semantic metrics |
| Can Digital Intelligence and Cyber-Physical-Social Systems Achieve Global Food Security and Sustainability? 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2070-2080 作者: Yanfen Wang; Mengzhen Kang ; Yali Liu; Juanjuan Li ; Kai Xue; Xiujuan Wang ; Jianqing Du; Yonglin Tian ; Qinghua Ni; Fei-Yue Wang![](/image/person.jpg)
Adobe PDF(9632Kb)  |   收藏  |  浏览/下载:306/175  |  提交时间:2023/09/22 Carbon-water balance decision-support digital intelligence (DI) foundation models planning |
| Privacy Preserving Demand Side Management Method via Multi-Agent Reinforcement Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1984-1999 作者: Feiye Zhang; Qingyu Yang; Dou An
Adobe PDF(3841Kb)  |   收藏  |  浏览/下载:109/59  |  提交时间:2023/09/07 Centralized training and decentralized execution demand side management multi-agent reinforcement learning privacy preserving |
| Evolutionary Multitasking With Global and Local Auxiliary Tasks for Constrained Multi-Objective Optimization 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1951-1964 作者: Kangjia Qiao; Jing Liang ; Zhongyao Liu; Kunjie Yu; Caitong Yue; Boyang Qu
Adobe PDF(3148Kb)  |   收藏  |  浏览/下载:114/45  |  提交时间:2023/09/07 Constrained multi-objective optimization evolutionary multitasking (EMT) global auxiliary task knowledge transfer local auxiliary task |
| Deep Transfer Ensemble Learning-Based Diagnostic of Lithium-Ion Battery 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1899-1901 作者: Dongxu Ji; Zhongbao Wei; Chenyang Tian; Haoran Cai; Junhua Zhao
Adobe PDF(2682Kb)  |   收藏  |  浏览/下载:109/37  |  提交时间:2023/08/10 |
| 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:127/62  |  提交时间:2023/08/10 Bi-objective optimization feature selection (FS) genetic algorithm high-dimensional data length-adaptive |
| Local-to-Global Causal Reasoning for Cross-Document Relation Extraction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1608-1621 作者: Haoran Wu ; Xiuyi Chen ; Zefa Hu ; Jing Shi ; Shuang Xu ; Bo Xu
Adobe PDF(2465Kb)  |   收藏  |  浏览/下载:148/48  |  提交时间:2023/06/14 Causal reasoning cross document graph reasoning relation extraction (RE) |
| Pavement Cracks Coupled With Shadows: A New Shadow-Crack Dataset and A Shadow-Removal-Oriented Crack Detection Approach 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1593-1607 作者: Lili Fan; Shen Li; Ying Li ; Bai Li; Dongpu Cao; Fei-Yue Wang![](/image/person.jpg)
Adobe PDF(23502Kb)  |   收藏  |  浏览/下载:123/16  |  提交时间:2023/06/14 Automatic pavement crack detection data augmentation compensation deep learning residual feature augmentation shadow removal shadow-crack dataset |