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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:205/50  |  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:178/40  |  提交时间:2021/11/26 Retina vessel segmentation deep learning U-Net attention mechanism medical image |
| 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:235/49  |  提交时间:2021/11/26 Abdominal organ, supervised segmentation semi-supervised segmentation evaluation metrics image segmentation machine learning |
| Robust Optimal Higher-order-observer-based Dynamic Sliding Mode Control for VTOL Unmanned Aerial Vehicles 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 802-813 作者: Yashar Mousavi; Amin Zarei; Arash Mousavi; Mohsen Biari
Adobe PDF(4822Kb)  |   收藏  |  浏览/下载:213/42  |  提交时间:2021/09/13 Unmanned aerial vehicle dynamic sliding mode trajectory tracking fractional firefly algorithm vertical take-off and landing system |
| STRNet: Triple-stream Spatiotemporal Relation Network for Action Recognition 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 718-730 作者: Zhi-Wei Xu; Xiao-Jun Wu; Josef Kittler
Adobe PDF(1129Kb)  |   收藏  |  浏览/下载:193/48  |  提交时间:2021/09/13 Action recognition spatiotemporal relation multi-branch fusion long-term representation video classification |
| 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:193/44  |  提交时间:2021/07/20 Self-supervised learning contrastive learning synthetic image convolutional neural network representation learning |
| PokerNet: Expanding Features Cheaply via Depthwise Convolutions 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 432-442 作者: Wei Tang ; Yan Huang ; Liang Wang![](/image/person.jpg)
Adobe PDF(1163Kb)  |   收藏  |  浏览/下载:231/35  |  提交时间:2021/05/24 Deep learning depthwise convolution lightweight deep model model compression model acceleration |
| 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:323/46  |  提交时间:2021/05/24 Performance evaluation neural architecture search biometrics palmprint palm vein deep learning |
| 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![](/image/person.jpg)
Adobe PDF(1864Kb)  |   收藏  |  浏览/下载:212/43  |  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:280/41  |  提交时间:2021/05/24 Deep learning visual tracking data-invariant data-adaptive general components |