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| A LiDAR Point Clouds Dataset of Ships in a Maritime Environment 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1681-1694 作者: Qiuyu Zhang; Lipeng Wang; Hao Meng; Wen Zhang; Genghua Huang Adobe PDF(10728Kb)  |  收藏  |  浏览/下载:11/4  |  提交时间:2024/06/07 3D point clouds dataset dynamic tail wave fog simulation rainy simulation simulated data |
| 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:14/7  |  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:24/7  |  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 |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300 作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang Adobe PDF(1275Kb)  |  收藏  |  浏览/下载:51/16  |  提交时间:2024/01/23 Process control process systems engineering reinforcement learning |
| Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1445-1461 作者: Xiaoyu Jiang; Xiangyin Kong; Zhiqiang Ge Adobe PDF(25936Kb)  |  收藏  |  浏览/下载:127/41  |  提交时间:2023/05/29 Curse of dimensionality data augmentation data-driven modeling industrial processes machine learning |
| A Survey on Negative Transfer 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329 作者: Wen Zhang; Lingfei Deng; Lei Zhang; Dongrui Wu Adobe PDF(2739Kb)  |  收藏  |  浏览/下载:254/99  |  提交时间:2023/01/16 Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| Visuals to Text: A Comprehensive Review on Automatic Image Captioning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1339-1365 作者: Yue Ming; Nannan Hu; Chunxiao Fan; Fan Feng; Jiangwan Zhou; Hui Yu Adobe PDF(56128Kb)  |  收藏  |  浏览/下载:170/21  |  提交时间:2022/08/01 Artificial intelligence attention mechanism encoder-decoder framework image captioning multi-modal understanding training strategies |
| A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 812-833 作者: Xinlei Yi; Shengjun Zhang; Tao Yang; Tianyou Chai; Karl Henrik Johansson Adobe PDF(2533Kb)  |  收藏  |  浏览/下载:193/53  |  提交时间:2022/04/24 Distributed nonconvex optimization linear speedup Polyak-Łojasiewicz (P-Ł) condition primal-dual algorithm stochastic gradient descent |
| A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1222-1242 作者: Ce Zhang; Azim Eskandarian Adobe PDF(42044Kb)  |  收藏  |  浏览/下载:210/56  |  提交时间:2021/06/11 Advanced driver assistance systems (ADAS) data analysis electroencephalography (EEG) intelligent vehicles machine learning algorithms neural network |
| Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411 作者: Xin Luo; Wen Qin; Ani Dong; Khaled Sedraoui; MengChu Zhou Adobe PDF(5091Kb)  |  收藏  |  浏览/下载:184/57  |  提交时间:2021/04/09 Big data industrial application industrial data latent factor analysis machine learning parallel algorithm recommender system (RS) stochastic gradient descent (SGD) |