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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:214/52  |  提交时间:2021/11/26 Educational data mining (EDA) MapReduce framework deep neuro-fuzzy network student performance data augmentation |
| 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:199/46  |  提交时间:2021/11/26 Face recognition feature super resolution multiple-branch network deep learning convolutional neural networks |
| Dynamic Event-triggered Control and Estimation: A Survey 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 857-886 作者: Xiaohua Ge; Qing-Long Han; Xian-Ming Zhang ; Derui Ding
Adobe PDF(3887Kb)  |   收藏  |  浏览/下载:220/40  |  提交时间:2021/11/26 Networked systems dynamic event-triggered control dynamic event-triggered estimation dynamic event-triggered mechanisms vehicle active suspension system water distribution and supply system |
| Dynamic System Identification of Underwater Vehicles Using Multi-output Gaussian Processes 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 681-693 作者: Wilmer Ariza Ramirez; Juš Kocijan; Zhi Quan Leong; Hung Duc Nguyen; Shantha Gamini Jayasinghe
Adobe PDF(3231Kb)  |   收藏  |  浏览/下载:209/51  |  提交时间:2021/09/13 Dependent Gaussian processes dynamic system identification multi-output Gaussian processes non-parametric identification autonomous underwater vehicle (AUV) |
| 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 ; Rui Wang ; Ying-Hao Cai ; TaoLu; Shuo Wang![](/image/person.jpg)
Adobe PDF(2505Kb)  |   收藏  |  浏览/下载:191/56  |  提交时间:2021/07/20 Reinforcement learning (RL) actor-critic experience replay training efficiency manipulation skill learning |
| 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:158/44  |  提交时间:2021/07/20 Evolutionary computation complex network propagation dynamics social diffusion evolution model optimization algorithm |
| 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:557/318  |  提交时间:2021/05/24 Signalized intersection driving behaviour machine learning support vector machine (SVM) road accidents |
| Optimal Policies for Quantum Markov Decision Processes 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 410-421 作者: Ming-Sheng Ying; Yuan Feng ; Sheng-Gang Ying
Adobe PDF(1163Kb)  |   收藏  |  浏览/下载:257/54  |  提交时间:2021/05/24 Quantum Markov decision processes quantum machine learning reinforcement learning dynamic programming decision making |
| 2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 377-409 作者: Wei Jia; Wei Xia; Yang Zhao ; Hai Min; Yan-Xiang Chen
Adobe PDF(15758Kb)  |   收藏  |  浏览/下载:334/48  |  提交时间:2021/05/24 Performance evaluation neural architecture search biometrics palmprint palm vein deep learning |
| Fire Detection Method Based on Depthwise Separable Convolution and YOLOv3 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 300-310 作者: Yue-Yan Qin; Jiang-Tao Cao; Xiao-Fei Ji
Adobe PDF(2289Kb)  |   收藏  |  浏览/下载:229/60  |  提交时间:2021/04/22 Fire detection depthwise separable convolution fire classification You Only Look Once version 3 (YOLOv3) target regression |