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| Evolutionary Computation for Large-scale Multi-objective Optimization: A Decade of Progresses 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 155-169
作者: Wen-Jing Hong; Peng Yang; Ke Tang
 Adobe PDF(946Kb) |  收藏 | 浏览/下载：133/35 | 提交时间：2021/04/22
Large-scale multi-objective optimization high-dimensional search space evolutionary computation evolutionary algorithms scalability |
| A 2D Mapping Method Based on Virtual Laser Scans for Indoor Robots 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 747-765
作者: Xu-Yang Shao; Guo-Hui Tian; Ying Zhang
Adobe PDF(2637Kb) | 收藏 | 浏览/下载：196/44 | 提交时间：2021/09/13
2D mapping indoor robots virtual laser mapping auxiliary strategies safe navigation |
| Computational Intelligence in Remote Sensing Image Registration: A survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 1-17
作者: Yue Wu ; Jun-Wei Liu; Chen-Zhuo Zhu; Zhuang-Fei Bai; Qi-Guang Miao; Wen-Ping Ma; Mao-Guo Gong
 浏览 | Adobe PDF(995Kb) | 收藏 | 浏览/下载：243/64 | 提交时间：2021/02/23
Computational intelligence evolutionary computation neural network deep learning remote sensing image registration |
| A Review on Cooperative Robotic Arms with Mobile or Drones Bases 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 536-555
作者: Larona Pitso Ramalepa; Rodrigo S. Jamisola Jr.
Adobe PDF(1192Kb) | 收藏 | 浏览/下载：481/338 | 提交时间：2021/07/20
Cooperative arms mobile manipulator aerial manipulator mobile base drone base cooperative tasks |
| Deep Audio-Visual Learning: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 351-376
作者: Hao Zhu; Man-Di Luo; Rui Wang; Ai-Hua Zheng; Ran He
Adobe PDF(1864Kb) | 收藏 | 浏览/下载：192/36 | 提交时间：2021/05/24
Deep audio-visual learning audio-visual separation and localization correspondence learning generative models representation learning |
| Advances in Deep Learning Methods for Visual Tracking: Literature Review and Fundamentals 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 311-333
作者: Xiao-Qin Zhang; Run-Hua Jiang; Chen-Xiang Fan; Tian-Yu Tong; Tao Wang Peng-Cheng Huang
Adobe PDF(1787Kb) | 收藏 | 浏览/下载：260/38 | 提交时间：2021/05/24
Deep learning visual tracking data-invariant data-adaptive general components |
| Contrastive Self-supervised Representation Learning Using Synthetic Data 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 556-567
作者: Dong-Yu She; Kun Xu
 Adobe PDF(993Kb) | 收藏 | 浏览/下载：177/41 | 提交时间：2021/07/20
Self-supervised learning contrastive learning synthetic image convolutional neural network representation learning |
| Research on Voiceprint Recognition of Camouflage Voice Based on Deep Belief Network 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 947-962
作者: Nan Jiang; Ting Liu
Adobe PDF(1905Kb) | 收藏 | 浏览/下载：192/41 | 提交时间：2021/11/26
Disguised voice recognition deep belief network feature extraction Gammatone frequency cepstrum coefficients (GFCC) dropout |
| Data Augmentation and Deep Neuro-fuzzy Network for Student Performance Prediction with MapReduce Framework 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 981-992
作者: Amlan Jyoti Baruah; Siddhartha Baruah
Adobe PDF(1583Kb) | 收藏 | 浏览/下载：189/49 | 提交时间：2021/11/26
Educational data mining (EDA) MapReduce framework deep neuro-fuzzy network student performance data augmentation |
| Encoding-decoding Network With Pyramid Self-attention Module for Retinal Vessel Segmentation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 973-980
作者: Cong-Zhong Wu; Jun Sun; Jing Wang; Liang-Feng Xu; Shu Zhan
Adobe PDF(1416Kb) | 收藏 | 浏览/下载：163/37 | 提交时间：2021/11/26
Retina vessel segmentation deep learning U-Net attention mechanism medical image |
