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Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801
作者:  Sheng Qi;  Rui Wang;  Tao Zhang;  Weixiong Huang;  Fan Yu;  Ling Wang
Adobe PDF(2019Kb)  |  收藏  |  浏览/下载：22/13  |  提交时间：2024/07/16
Evolutionary algorithms  pattern mining  sparse large-scale multi-objective problems (SLMOPs)  sparse large-scale optimization  
Human-Like Decision-Making of Autonomous Vehicles in Dynamic Traffic Scenarios 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1905-1917
作者:  Tangyike Zhang;  Junxiang Zhan;  Jiamin Shi;  Jingmin Xin;  Nanning Zheng
Adobe PDF(2815Kb)  |  收藏  |  浏览/下载：194/71  |  提交时间：2023/09/07
Autonomous vehicles  decision-making  driving behavior  human-like driving  
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
Adobe PDF(23502Kb)  |  收藏  |  浏览/下载：126/17  |  提交时间：2023/06/14
Automatic pavement crack detection  data augmentation compensation  deep learning  residual feature augmentation  shadow removal  shadow-crack dataset  
Estimating the State of Health for Lithium-ion Batteries: A Particle Swarm Optimization-Assisted Deep Domain Adaptation Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1530-1543
作者:  Guijun Ma;  Zidong Wang;  Weibo Liu;  Jingzhong Fang;  Yong Zhang;  Han Ding;  Ye Yuan
Adobe PDF(4250Kb)  |  收藏  |  浏览/下载：173/71  |  提交时间：2023/06/14
Deep transfer learning  domain adaptation  hyperparameter selection  lithium-ion batteries (LIBs)  particle swarm optimization  state of health estimation (SOH)  
Group-Consensus of Hierarchical Containment Control for Linear Multi-Agent Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1462-1474
作者:  Jingshu Sang;  Dazhong Ma;  Yu Zhou
Adobe PDF(37488Kb)  |  收藏  |  浏览/下载：145/46  |  提交时间：2023/05/29
Group-consensus behavior  hierarchical containment control  linear multi-agent systems  three-layer topology  
SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1200-1217
作者:  Jiayi Ma;  Linfeng Tang;  Fan Fan;  Jun Huang;  Xiaoguang Mei;  Yong Ma
Adobe PDF(22803Kb)  |  收藏  |  浏览/下载：187/27  |  提交时间：2022/06/27
A Distributed Framework for Large-scale Protein-protein Interaction Data Analysis and Prediction Using MapReduce 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 160-172
作者:  Lun Hu;  Shicheng Yang;  Xin Luo;  Huaqiang Yuan;  Khaled Sedraoui;  MengChu Zhou
Adobe PDF(1993Kb)  |  收藏  |  浏览/下载：285/66  |  提交时间：2021/11/03
Distributed computing  large-scale prediction machine learning  MapReduce  protein-protein interaction (PPI)  
Speed and Accuracy Tradeoff for LiDAR Data Based Road Boundary Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1210-1220
作者:  Guojun Wang;  Jian Wu;  Rui He;  Bin Tian
Adobe PDF(24351Kb)  |  收藏  |  浏览/下载：223/44  |  提交时间：2021/06/11
3D-LiDAR  autonomous vehicle  object detection  point cloud  road boundary  
An Effective Cloud Workflow Scheduling Approach Combining PSO and Idle Time Slot-Aware Rules 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1079-1094
作者:  Yun Wang;  Xingquan Zuo
Adobe PDF(1309Kb)  |  收藏  |  浏览/下载：217/61  |  提交时间：2021/04/09
Cloud computing  idle time slot  particle swarm optimization  task scheduling sequence  workflow scheduling  
Review of Research and Development of Supernumerary Robotic Limbs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 929-952
作者:  Yuchuang Tong;  Jinguo Liu
Adobe PDF(50197Kb)  |  收藏  |  浏览/下载：234/49  |  提交时间：2021/04/09
Human-robot cooperation  human-robot interaction  supernumerary robotic finger  supernumerary robotic limb  wearable robots