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| A Novel Heterogeneous Actor-critic Algorithm with Recent Emphasizing Replay Memory 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 619-631 作者: Bao Xi Adobe PDF(2505Kb)  |  收藏  |  浏览/下载:151/48  |  提交时间:2021/07/20 Reinforcement learning (RL) actor-critic experience replay training efficiency manipulation skill learning |
| Computational Decision Support System for ADHD Identification 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 233-255 作者: Senuri De Silva Adobe PDF(1937Kb)  |  收藏  |  浏览/下载:254/76  |  提交时间:2021/04/22 Attention deficit/hyperactivity disorder (ADHD) functional magnetic resonance imaging (fMRI) eye movement data seed-based correlation ensembled model convolutional neural network (CNN) default mode network (DMN) saccades fixations ADHD-Care decision support system (DDS) |
| 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:207/49  |  提交时间:2021/09/13 On-board equipment fault classification capsule network attention mechanism focal loss |
| 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:124/35  |  提交时间:2021/07/20 Evolutionary computation complex network propagation dynamics social diffusion evolution model optimization algorithm |
| 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 Adobe PDF(1129Kb)  |  收藏  |  浏览/下载:163/39  |  提交时间:2021/09/13 Action recognition spatiotemporal relation multi-branch fusion long-term representation video classification |
| 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:114/49  |  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) |
| Design of an Executable ANFIS-based Control System to Improve the Attitude and Altitude Performances of a Quadcopter Drone 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 124-140 作者: Mohammad Al-Fetyani; Mohammad Hayajneh; Adham Alsharkawi 浏览  |  Adobe PDF(2736Kb)  |  收藏  |  浏览/下载:271/137  |  提交时间:2021/02/23 Quadcopter proportional integral derivate (PID) control fuzzy control adaptive neuro-fuzzy altitude control attitude control |
| Identification and classification of driving behaviour at a signalized intersection using support vector machine 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 480-491 作者: Soni Lanka Karri; Liyanage Chandratilak De Silva; Daphne Teck Ching Lai; Shiaw Yin Yong Adobe PDF(1497Kb)  |  收藏  |  浏览/下载:518/310  |  提交时间:2021/05/24 Signalized intersection driving behaviour machine learning support vector machine (SVM) road accidents |
| 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 Adobe PDF(1308Kb)  |  收藏  |  浏览/下载:200/45  |  提交时间:2021/11/26 Abdominal organ, supervised segmentation semi-supervised segmentation evaluation metrics image segmentation machine learning |
| 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 Adobe PDF(1263Kb)  |  收藏  |  浏览/下载:187/42  |  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) |