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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:211/51  |  提交时间:2021/11/26 Educational data mining (EDA) MapReduce framework deep neuro-fuzzy network student performance data augmentation |
| 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:218/40  |  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 |
| Global FLS-based Consensus of Stochastic Uncertain Nonlinear Multi-agent Systems 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 826-837 作者: Jia-Xi Chen; Jun-Min Li
Adobe PDF(2352Kb)  |   收藏  |  浏览/下载:224/50  |  提交时间:2021/09/13 Fuzzy logic systems stochastic nonlinear multi-agent systems (MAS) consensus algorithm adaptive control |
| 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:207/51  |  提交时间:2021/09/13 Dependent Gaussian processes dynamic system identification multi-output Gaussian processes non-parametric identification autonomous underwater vehicle (AUV) |
| Contrastive Self-supervised Representation Learning Using Synthetic Data 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 556-567 作者: Dong-Yu She; Kun Xu
Adobe PDF(993Kb)  |   收藏  |  浏览/下载:197/47  |  提交时间:2021/07/20 Self-supervised learning contrastive learning synthetic image convolutional neural network representation 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:155/43  |  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:556/317  |  提交时间:2021/05/24 Signalized intersection driving behaviour machine learning support vector machine (SVM) road accidents |
| fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 170-184 作者: Shuo Huang; Wei Shao; Mei-Ling Wang; Dao-Qiang Zhang
Adobe PDF(4328Kb)  |   收藏  |  浏览/下载:167/43  |  提交时间:2021/04/22 Functional magnetic resonance imaging (fMRI) functional alignment brain activity, brain decoding visual stimuli reconstruction |
| Imitating the Brain with Neurocomputer A “New” Way Towards Artificial General Intelligence 期刊论文 International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 520-531 作者: Tie-Jun Huang
浏览  |   Adobe PDF(262Kb)  |   收藏  |  浏览/下载:181/57  |  提交时间:2021/02/23 Artificial general intelligence (AGI) neuromorphic computing neurocomputer brain-like intelligence imitationalism. |
| Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文 International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519 作者: Tomaso Poggio; Hrushikesh Mhaskar; Lorenzo Rosasco; Brando Miranda; Qianli Liao
浏览  |   Adobe PDF(1711Kb)  |   收藏  |  浏览/下载:204/32  |  提交时间:2021/02/23 Deep learning fine-grained image classification semantic segmentation convolutional neural network (CNN) recurrent neural network (RNN). |