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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:229/53  |  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:202/48  |  提交时间:2021/11/26 Retina vessel segmentation deep learning U-Net attention mechanism medical image |
| DLA+: A Light Aggregation Network for Object Classification and Detection 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 963-972 作者: Fu-Tian Wang; Li Yang ; Jin Tang; Si-Bao Chen; Xin Wang
Adobe PDF(1212Kb)  |   收藏  |  浏览/下载:259/33  |  提交时间:2021/11/26 Light weight image classification channel attention efficient convolution object detection |
| 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:259/58  |  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) |
| 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:213/51  |  提交时间:2021/11/26 Face recognition feature super resolution multiple-branch network deep learning convolutional neural networks |
| 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:263/61  |  提交时间:2021/09/13 On-board equipment fault classification capsule network attention mechanism focal loss |
| 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:213/55  |  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:209/53  |  提交时间:2021/07/20 Self-supervised learning contrastive learning synthetic image convolutional neural network representation learning |
| Learning Deep RGBT Representations for Robust Person Re-identification 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 443-456 作者: Ai-Hua Zheng; Zi-Han Chen; Cheng-Long Li; Jin Tang; Bin Luo
Adobe PDF(1832Kb)  |   收藏  |  浏览/下载:298/68  |  提交时间:2021/05/24 Person re-identification (Re-ID) thermal infrared generative networks attention deep 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:247/41  |  提交时间:2021/05/24 Deep learning depthwise convolution lightweight deep model model compression model acceleration |