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| 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:232/33  |  提交时间:2021/05/24 Deep learning visual tracking data-invariant data-adaptive general components |
| 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:247/59  |  提交时间:2021/05/24 Group activity recognition (GAR) human activity recognition scene understanding video analysis computer vision |
| Skill Learning for Robotic Insertion Based on One-shot Demonstration and Reinforcement Learning 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 457-467 作者: Ying Li; De Xu Adobe PDF(1450Kb)  |  收藏  |  浏览/下载:166/40  |  提交时间:2021/05/24 Force Jacobian matrix one-shot demonstration dynamic exploration strategy insertion skill learning reinforcement |
| 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:167/49  |  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 |
| 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 Adobe PDF(1649Kb)  |  收藏  |  浏览/下载:120/41  |  提交时间:2021/04/22 Vehicle emission prediction spatiotemporal gragh convolution GPS trajectories motor vehicle emission simulator (MOVES) model feature sharing |
| A Regularized LSTM Method for Predicting Remaining Useful Life of Rolling Bearings 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 581-593 作者: Zhao-Hua Liu Adobe PDF(4710Kb)  |  收藏  |  浏览/下载:109/47  |  提交时间:2021/07/20 Deep learning fault diagnosis fault prognosis long and short time memory network (LSTM) rolling bearing rotating machinery regularization remaining useful life prediction (RUL) recurrent neural network (RNN) |
| Fuzzy Tuned PID Controller for Envisioned Agricultural Manipulator 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 568-580 作者: Satyam Paul Adobe PDF(1952Kb)  |  收藏  |  浏览/下载:140/44  |  提交时间:2021/07/20 Proportional-integral-differential (PID) controller fuzzy logic precision agriculture vibration control stability analysis modular manipulator agricultural robot computer numerical control (CNC) farming |
| 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 Adobe PDF(1283Kb)  |  收藏  |  浏览/下载:116/33  |  提交时间:2021/07/20 Evolutionary computation complex network propagation dynamics social diffusion evolution model optimization algorithm |
| Ensuring the Correctness of Regular Expressions: A Review 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 521-535 作者: Li-Xiao Zheng Adobe PDF(1076Kb)  |  收藏  |  浏览/下载:103/27  |  提交时间:2021/07/20 Regular expressions correctness string generation learning static checking verification visualization, repairing |
| 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 Adobe PDF(1208Kb)  |  收藏  |  浏览/下载:193/46  |  提交时间:2021/09/13 On-board equipment fault classification capsule network attention mechanism focal loss |