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| Application of Machine Learning for Online Reputation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 492-502
作者: Ahmad Alqwadri; Mohammad Azzeh; Fadi Almasalha
 Adobe PDF(1091Kb) |  收藏 | 浏览/下载：281/57 | 提交时间：2021/05/24
Reputation system rating aggregation machine learning consumer reliability user trust |
| 2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 377-409
作者: Wei Jia; Wei Xia; Yang Zhao ; Hai Min; Yan-Xiang Chen
Adobe PDF(15758Kb) | 收藏 | 浏览/下载：274/41 | 提交时间：2021/05/24
Performance evaluation neural architecture search biometrics palmprint palm vein deep 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：256/37 | 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：176/41 | 提交时间：2021/07/20
Self-supervised learning contrastive learning synthetic image convolutional neural network representation learning |
| A Performance Evaluation of Classic Convolutional Neural Networks for 2D and 3D Palmprint and Palm Vein Recognition 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 18-44
作者: Wei Jia; Jian Gao; Wei Xia; Yang Zhao; Hai Min; Jing-Ting Lu
Adobe PDF(2680Kb) | 收藏 | 浏览/下载：211/76 | 提交时间：2021/02/23
Performance evaluation convolutional neural network (CNN) biometrics palmprint palm vein deep 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：189/41 | 提交时间：2021/11/26
Disguised voice recognition deep belief network feature extraction Gammatone frequency cepstrum coefficients (GFCC) dropout |
| Fault Information Recognition for On-board Equipment of High-speed Railway Based on Multi-neural Network Collaboration 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 935-946
作者: Lu-Jie Zhou; Jian-Wu Dang; Zhen-Hai Zhang
Adobe PDF(1263Kb) | 收藏 | 浏览/下载：190/42 | 提交时间：2021/11/26
Train control system Chinese named entity recognition (NER) character feature gating mechanism bidirectional long short-term memory (BiLSTM) |
| Fault Classification for On-board Equipment of High-speed Railway Based on Attention Capsule Network 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 814-825
作者: Lu-Jie Zhou; Jian-Wu Dang; Zhen-Hai Zhan
Adobe PDF(1208Kb) | 收藏 | 浏览/下载：209/49 | 提交时间：2021/09/13
On-board equipment fault classification capsule network attention mechanism focal loss |
| Structured Computational Modeling of Human Visual System for No-reference Image Quality Assessment 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 204-218
作者: Wen-Han Zhu; Wei Sun; Xiong-Kuo Min; Guang-Tao Zhai; Xiao-Kang Yang
Adobe PDF(1343Kb) | 收藏 | 浏览/下载：159/53 | 提交时间：2021/04/22
Image quality assessment (IQA) no-reference (NR) structural computational modeling human visual system visual feature extraction |
| A Novel Heterogeneous Actor-critic Algorithm with Recent Emphasizing Replay Memory 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 619-631
作者: Bao Xi; Rui Wang; Ying-Hao Cai; TaoLu; Shuo Wang
Adobe PDF(2505Kb) | 收藏 | 浏览/下载：155/48 | 提交时间：2021/07/20
Reinforcement learning (RL) actor-critic experience replay training efficiency manipulation skill learning |
