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| Evolutionary Computation for Large-scale Multi-objective Optimization: A Decade of Progresses 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 155-169
作者: Wen-Jing Hong; Peng Yang; Ke Tang
 Adobe PDF(946Kb) |  收藏 | 浏览/下载：132/35 | 提交时间：2021/04/22
Large-scale multi-objective optimization high-dimensional search space evolutionary computation evolutionary algorithms scalability |
| A Comprehensive Review on Group Activity Recognition in Videos 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 334-350
作者: Li-Fang Wu; Qi Wang ; Meng Jian; Yu Qiao; Bo-Xuan Zhao
Adobe PDF(1415Kb) | 收藏 | 浏览/下载：262/61 | 提交时间：2021/05/24
Group activity recognition (GAR) human activity recognition scene understanding video analysis computer vision |
| 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：253/36 | 提交时间：2021/05/24
Deep learning visual tracking data-invariant data-adaptive general components |
| 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 |
| Prediction of Spatiotemporal Evolution of Urban Traffic Emissions Based on Taxi Trajectories 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 219-232
作者: Zhen-Yi Zhao; Yang Cao; Yu Kang; Zhen-Yi Xu
Adobe PDF(1649Kb) | 收藏 | 浏览/下载：126/42 | 提交时间：2021/04/22
Vehicle emission prediction spatiotemporal gragh convolution GPS trajectories motor vehicle emission simulator (MOVES) model feature sharing |
| Integration of Facial Thermography in EEG-based Classification of ASD 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 837-854
作者: Dilantha Haputhanthri; Gunavaran Brihadiswaran; Sahan Gunathilaka; Dulani Meedeniya; Sampath Jayarathna; Mark Jaime; Christopher Harshaw
 浏览 | Adobe PDF(1617Kb) | 收藏 | 浏览/下载：182/57 | 提交时间：2021/02/22
Autism spectrum disorder facial thermography EEG signal processing machine learning decision support system ASDGenus. |
| Bounded Evaluation: Querying Big Data with Bounded Resources 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 502-526
作者: Yang Cao; Wen-Fei Fan; Teng-Fei Yuan
浏览 | Adobe PDF(2149Kb) | 收藏 | 浏览/下载：107/28 | 提交时间：2021/02/22
Bounded evaluation resource-bounded query processing effective syntax access schema boundedness. |
| Key Crowdsourcing Technologies for Product Design and Development 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 1, 页码: 1-15
作者: Xiao-Jing Niu; Sheng-Feng Qin; John Vines; Rose Wong; Hui Lu
浏览 | Adobe PDF(997Kb) | 收藏 | 浏览/下载：170/53 | 提交时间：2021/02/22
Crowdsourcing technologies product design and development (PDD) communication information sharing design evaluation feedback. |
| Transfer Hierarchical Attention Network for Generative Dialog System 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 6, 页码: 720-736
作者: Xiang Zhang; Qiang Yang
浏览 | Adobe PDF(1145Kb) | 收藏 | 浏览/下载：80/27 | 提交时间：2021/02/22
Dialog system transfer learning deep learning natural language processing (NLP) artificial intelligence. |
