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| A Local-Global Attention Fusion Framework with Tensor Decomposition for Medical Diagnosis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1536-1538 作者: Peishu Wu; Han Li; Liwei Hu; Jirong Ge; Nianyin Zeng
Adobe PDF(630Kb)  |   收藏  |  浏览/下载:35/13  |  提交时间:2024/05/22 |
| Accelerated Primal-Dual Projection Neurodynamic Approach with time Scaling for Linear and set Constrained Convex Optimization Problems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1485-1498 作者: You Zhao; Xing He ; Mingliang Zhou; Tingwen Huang
Adobe PDF(2287Kb)  |   收藏  |  浏览/下载:40/18  |  提交时间:2024/05/22 Accelerated projection neurodynamic approach linear and set constraints projection operators smooth and nonsmooth convex optimization time scaling |
| A Novel Tensor Decomposition-Based Efficient Detector for Low-Altitude Aerial Objects With Knowledge Distillation Scheme 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 487-501 作者: Nianyin Zeng; Xinyu Li; Peishu Wu; Han Li; Xin Luo
Adobe PDF(12478Kb)  |   收藏  |  浏览/下载:88/21  |  提交时间:2024/01/23 Attention mechanism knowledge distillation (KD) object detection tensor decomposition (TD) unmanned aerial vehicles (UAVs) |
| 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:60/20  |  提交时间:2024/01/23 Process control process systems engineering reinforcement learning |
| 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:151/43  |  提交时间:2023/09/22 Deep matrix factorization (DMF) diversity hypergraph regularization multi-view data representation (MDR) |
| Tensor Distribution Regression Based on the 3D Conventional Neural Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1628-1630 作者: Lin Chen; Xin Luo
Adobe PDF(769Kb)  |   收藏  |  浏览/下载:67/28  |  提交时间:2023/06/14 |
| Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406 作者: Fanghui Bi; Xin Luo; Bo Shen; Hongli Dong; Zidong Wang
Adobe PDF(2741Kb)  |   收藏  |  浏览/下载:154/57  |  提交时间:2023/05/29 Data science high-dimensional and incomplete data knowledge acquisition industrial application nonnegative latent factor analysis (NLFA) proximal alternating direction method of multipliers representation learning |
| Kernel-Based State-Space Kriging for Predictive Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1263-1275 作者: A. Daniel Carnerero; Daniel R. Ramirez; Daniel Limon; Teodoro Alamo
Adobe PDF(3997Kb)  |   收藏  |  浏览/下载:135/37  |  提交时间:2023/04/26 Data-driven methods model identification Kernel methods predictive control |
| A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1122-1136 作者: Tianyu Wu; Shizhu He ; Jingping Liu; Siqi Sun; Kang Liu; Qing-Long Han; Yang Tang
Adobe PDF(4650Kb)  |   收藏  |  浏览/下载:866/691  |  提交时间:2023/04/26 AIGC ChatGPT GPT-3 GPT-4 human feedback large language models |
| Cryptocurrency Transaction Network Embedding From Static and Dynamic Perspectives: An Overview 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1105-1121 作者: Yue Zhou; Xin Luo; MengChu Zhou
Adobe PDF(1723Kb)  |   收藏  |  浏览/下载:151/67  |  提交时间:2023/04/26 Big data analysis. cryptocurrency transaction network embedding (CTNE) dynamic network network embedding network representation static network |