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Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 135-158
作者:  Shubham Gupta;  Shitu Singh;  Rong Su;  Shangce Gao;  Jagdish Chand Bansal
Adobe PDF(3042Kb)  |  收藏  |  浏览/下载：339/229  |  提交时间：2023/01/03
Control parameters  differential Evolution  metaheuristic algorithms  mutation operator  
Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
作者:  Xinya Wang;  Jiayi Ma;  Junjun Jiang
Adobe PDF(11082Kb)  |  收藏  |  浏览/下载：147/44  |  提交时间：2023/01/03
Blind super-resolution  contrastive learning  deep learning  image super-resolution (SR)  
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：103/33  |  提交时间：2023/05/29
Curse of dimensionality  data augmentation  data-driven modeling  industrial processes  machine learning  
Multimodal Biometric Fusion Algorithm Based on Ranking Partition Collision Theory 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 884-896
作者:  Zhuorong Li, Yunqi Tang
Adobe PDF(2010Kb)  |  收藏  |  浏览/下载：81/35  |  提交时间：2023/11/23
Image processing, convolutional neural network, multimodal, biometrics, fusion  
Path Following of Underactuated Autonomous Surface Vessels With Surge Velocity Constraint and Asymmetric Saturation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1343-1345
作者:  Yalei Yu;  Chen Guo;  Tieshan Li
Adobe PDF(1341Kb)  |  收藏  |  浏览/下载：76/25  |  提交时间：2023/04/26
Communication-Aware Formation Control of AUVs With Model Uncertainty and Fading Channel via Integral Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 159-176
作者:  Wenqiang Cao;  Jing Yan;  Xian Yang;  Xiaoyuan Luo;  Xinping Guan
Adobe PDF(8184Kb)  |  收藏  |  浏览/下载：225/92  |  提交时间：2023/01/03
Autonomous underwater vehicles (AUVs)  communication-aware  formation  reinforcement learning  uncertainty  
Theme-Aware Aesthetic Distribution Prediction With Full-Resolution Photographs 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:  Jia, Gengyun;  Li, Peipei;  He, Ran
Adobe PDF(10845Kb)  |  收藏  |  浏览/下载：210/31  |  提交时间：2022/06/06
Aesthetic quality assessment (AQA)  full resolution  region of image (RoM) pooling  theme  
Glioma Segmentation-Oriented Multi-Modal MR Image Fusion With Adversarial Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1528-1531
作者:  Yu Liu;  Yu Shi;  Fuhao Mu;  Juan Cheng;  Xun Chen
Adobe PDF(2574Kb)  |  收藏  |  浏览/下载：95/24  |  提交时间：2022/08/01
Multi-Cluster Feature Selection Based on Isometric Mapping 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 570-572
作者:  Yadi Wang;  Zefeng Zhang;  Yinghao Lin
Adobe PDF(767Kb)  |  收藏  |  浏览/下载：130/48  |  提交时间：2022/03/09
Integrating Variable Reduction Strategy With Evolutionary Algorithms for Solving Nonlinear Equations Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 75-89
作者:  Aijuan Song;  Guohua Wu;  Witold Pedrycz;  Ling Wang
Adobe PDF(2677Kb)  |  收藏  |  浏览/下载：151/45  |  提交时间：2021/11/03
Evolutionary algorithm (EA)  nonlinear equations systems (ENSs)  problem domain knowledge  variable reduction strategy (VRS)