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| Detection of Oscillations in Process Control Loops From Visual Image Space Using Deep Convolutional Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 982-995 作者: Tao Wang; Qiming Chen; Xun Lang; Lei Xie; Peng Li; Hongye Su Adobe PDF(3095Kb)  |  收藏  |  浏览/下载:31/11  |  提交时间:2024/03/18 Convolutional neural networks (CNNs) deep learning image processing oscillation detection process industries |
| 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:37/13  |  提交时间:2024/01/23 Process control process systems engineering reinforcement learning |
| A Simple yet Effective Framework for Active Learning to Rank 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 169-183 作者: Qingzhong Wang; Haifang Li; Haoyi Xiong; Wen Wang; Jiang Bian; Yu Lu; Shuaiqiang Wang; Zhicong Cheng; Dejing Dou; Dawei Yin Adobe PDF(2194Kb)  |  收藏  |  浏览/下载:5/3  |  提交时间:2024/04/23 Search, information retrieval, learning to rank, active learning, query by committee |
| Efficient 3D Scene Semantic Segmentation via Active Learning on Rendered 2D Images 期刊论文 IEEE Transactions on Image Processing, 2023, 卷号: 32, 页码: 3521-3535 作者: Mengqi Rong; Hainan Cui; Shuhan Shen Adobe PDF(6587Kb)  |  收藏  |  浏览/下载:149/52  |  提交时间:2023/09/25 |
| Hierarchical graph attention network for temporal knowledge graph reasoning 期刊论文 Neurocomputing, 2023, 页码: 126390 作者: Shao PP(邵朋朋) Adobe PDF(1512Kb)  |  收藏  |  浏览/下载:90/25  |  提交时间:2023/07/03 |
| Dual-Prior Integrated Image Reconstruction for Quanta Image Sensors Using Multi-Agent Consensus Equilibrium 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1407-1420 作者: Dan Zhang; Qiusheng Lian; Yueming Su; Tengfei Ren Adobe PDF(35567Kb)  |  收藏  |  浏览/下载:68/20  |  提交时间:2023/05/29 Dual prior image reconstruction multi-agent consensus equilibrium (MACE) quanta image sensors (QIS) |
| 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:233/94  |  提交时间:2023/03/02 Catastrophic forgetting class-incremental learning continual learning (CL) experience replay |
| 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:117/50  |  提交时间:2023/09/22 Adaptive adjustment consistency and specificity domain adaptation graph embedding geometrical and semantic metrics |
| 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:77/42  |  提交时间:2023/08/10 Bi-objective optimization feature selection (FS) genetic algorithm high-dimensional data length-adaptive |
| 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) |