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| 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:206/50  |  提交时间:2021/11/26 Educational data mining (EDA) MapReduce framework deep neuro-fuzzy network student performance data augmentation |
| A Signal Based “W” Structural Elements for Multi-scale Mathematical Morphology Analysis and Application to Fault Diagnosis of Rolling Bearings of Wind Turbines 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 993-1006 作者: Qiang Li; Yong-Sheng Qi; Xue-Jin Gao; Yong-Ting Li; Li-Qiang Liu Adobe PDF(1828Kb)  |  收藏  |  浏览/下载:199/52  |  提交时间:2021/11/26 Fault diagnosis structural element multi-scale mathematical morphology rolling bearing correlation analysis |
| 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:220/48  |  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:230/51  |  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) |
| Mechanical Design and Dynamic Compliance Control of Lightweight Manipulator 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 926-934 作者: Shao-Lin Zhang; Yue-Guang Ge; Hai-Tao Wang; Shuo Wang Adobe PDF(1817Kb)  |  收藏  |  浏览/下载:231/56  |  提交时间:2021/11/26 Lightweight manipulator mechanical design dynamic trajectory planning compliance control robot control |
| Improved Network for Face Recognition Based on Feature Super Resolution Method 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 915-925 作者: Ling-Yi Xu; Zoran Gajic Adobe PDF(1989Kb)  |  收藏  |  浏览/下载:195/45  |  提交时间:2021/11/26 Face recognition feature super resolution multiple-branch network deep learning convolutional neural networks |
| Supervised and Semi-supervised Methods for Abdominalm Organ Segmentation: A Review 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 887-914 作者: Isaac Baffour Senkyire; Zhe Liu Adobe PDF(1308Kb)  |  收藏  |  浏览/下载:239/50  |  提交时间:2021/11/26 Abdominal organ, supervised segmentation semi-supervised segmentation evaluation metrics image segmentation machine learning |
| 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:237/55  |  提交时间:2021/09/13 On-board equipment fault classification capsule network attention mechanism focal loss |
| Behavior-based Autonomous Navigation and Formation Control of Mobile Robots in Unknown Cluttered Dynamic Environments with Dynamic Target Tracking 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 766-786 作者: Nacer Hacene; Boubekeur Mendil Adobe PDF(6433Kb)  |  收藏  |  浏览/下载:196/51  |  提交时间:2021/09/13 Behavior-based autonomous navigation dynamic obstacles and walls dynamic target tracking formation control of multi-robot systems dynamic environment |
| 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:219/47  |  提交时间:2021/09/13 2D mapping indoor robots virtual laser mapping auxiliary strategies safe navigation |