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| 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:258/58  |  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) |
| 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 |
| Variational Gridded Graph Convolution Network for Node Classification 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1697-1708 作者: Xiaobin Hong; Tong Zhang; Zhen Cui; Jian Yang
Adobe PDF(2419Kb)  |   收藏  |  浏览/下载:147/43  |  提交时间:2021/09/03 Graph coarsening gridding node classification random walk variational convolution |
| Evolutionary Computation in Social Propagation over Complex Networks: A Survey 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 503-520 作者: Tian-Fang Zhao; Wei-Neng Chen; Xin-Xin Ma; Xiao-Kun Wu
Adobe PDF(1283Kb)  |   收藏  |  浏览/下载:173/51  |  提交时间:2021/07/20 Evolutionary computation complex network propagation dynamics social diffusion evolution model optimization algorithm |
| Global-Attention-Based Neural Networks for Vision Language Intelligence 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1243-1252 作者: Pei Liu; Yingjie Zhou; Dezhong Peng; Dapeng Wu
Adobe PDF(24864Kb)  |   收藏  |  浏览/下载:183/31  |  提交时间:2021/06/11 Global attention image captioning latent contribution |
| 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:232/52  |  提交时间:2021/05/24 Deep audio-visual learning audio-visual separation and localization correspondence learning generative models representation learning |
| An Overview of Recommendation Techniques and Their Applications in Healthcare 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 701-717 作者: Wenbin Yue; Zidong Wang; Jieyu Zhang; Xiaohui Liu
Adobe PDF(1958Kb)  |   收藏  |  浏览/下载:242/56  |  提交时间:2021/04/09 Collaborative filtering (CF) content-based recommendation healthcare recommendation system (RS) |
| Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411 作者: Xin Luo; Wen Qin; Ani Dong; Khaled Sedraoui; MengChu Zhou
Adobe PDF(5091Kb)  |   收藏  |  浏览/下载:210/65  |  提交时间:2021/04/09 Big data industrial application industrial data latent factor analysis machine learning parallel algorithm recommender system (RS) stochastic gradient descent (SGD) |
| Hybrid Approach to Document Anomaly Detection: An Application to Facilitate RPA in Title Insurance 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 55-72 作者: Abhijit Guha; Debabrata Samanta
浏览  |   Adobe PDF(1485Kb)  |   收藏  |  浏览/下载:292/67  |  提交时间:2021/02/23 Anomaly detection title insurance autoencoder one-class support vector machine (OSVM) term frequency – inverse document frequency (TF-IDF) robotic process automation dimensionality reduction |