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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:195/50  |  提交时间:2021/11/26
Educational data mining (EDA)  MapReduce framework  deep neuro-fuzzy network  student performance  data augmentation  
PokerNet: Expanding Features Cheaply via Depthwise Convolutions 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 432-442
作者:  Wei Tang;  Yan Huang;  Liang Wang
Adobe PDF(1163Kb)  |  收藏  |  浏览/下载:220/33  |  提交时间:2021/05/24
Deep learning  depthwise convolution  lightweight deep model  model compression  model acceleration  
Humans and Robots: A Mutually Inclusive Relationship in a Contagious World 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 185-203
作者:  Akash Gupta;  Anshuman Singh;  Deepak Bharadwaj;  Amit Kumar Mondal
Adobe PDF(1295Kb)  |  收藏  |  浏览/下载:207/54  |  提交时间:2021/04/22
COVID-19  coronavirus  telepresence  delivery robots  medical robots  
A Performance Evaluation of Classic Convolutional Neural Networks for 2D and 3D Palmprint and Palm Vein Recognition 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 18-44
作者:  Wei Jia;  Jian Gao;  Wei Xia;  Yang Zhao;  Hai Min;  Jing-Ting Lu
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Performance evaluation  convolutional neural network (CNN)  biometrics  palmprint  palm vein  deep learning  
Rotorcraft with a 3DOF Rigid Manipulator: Quaternion-based Modeling and Real-time Control Tolerant to Multi-body Couplings 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 5, 页码: 547-558
作者:  J. Alvarez-Munoz;  N. Marchand;  J. F. Guerrero-Castellanos;  J. J. Tellez-Guzman;  J. Escareno;  M. Rakotondrabe
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Observer-based control  quaternion and Newton-Euler modeling  bounded-input control  aerial manipulator  disturbance rejection.  
Study on Information Diffusion Analysis in Social Networks and Its Applications 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 4, 页码: 377-401
作者:  Biao Chang;  Tong Xu, Qi Liu;  En-Hong Chen
浏览  |  Adobe PDF(1372Kb)  |  收藏  |  浏览/下载:124/46  |  提交时间:2021/02/23
Information diffusion  influence evaluation  influence maximization  information source detection  social network.  
A Computational Model for Measuring Trust in Mobile Social Networks Using Fuzzy Logic 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 812-821
作者:  Farzam Matinfar
浏览  |  Adobe PDF(696Kb)  |  收藏  |  浏览/下载:683/531  |  提交时间:2021/02/22
Trust  fuzzy clustering  mobile social networks  trust calculation model  fuzzy logic.  
An Integrated MCI Detection Framework Based on Spectral-temporal Analysis 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 6, 页码: 786-799
作者:  Jiao Yin;  Jinli Cao;  Siuly Siuly;  Hua Wang
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Electroencephalogram (EEG)  dementia early detection  mild cognitive impairment (MCI)  stationary wavelet transformation (SWT)  support vector machine (SVM).  
Predictive Adaptive Kalman Filter and Its Application to INS/UWB-integrated Human Localization with Missing UWB-based Measurements 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 5, 页码: 604-613
作者:  Yuan Xu;  Tao Shen;  Xi-Yuan Chen;  Li-Li Bu;  Ning Feng
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Indoor human localization  tightly-coupled model  predictive filtering  Kalman filter  missing data.  
Synthesizing Robot Programs with Interactive Tutor Mode 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 4, 页码: 462-474
作者:  Hao Li;  Yu-Ping Wang;  Tai-Jiang Mu
浏览  |  Adobe PDF(1023Kb)  |  收藏  |  浏览/下载:120/48  |  提交时间:2021/02/22
Human-robot interaction  semantic parsing  program synthesis  intelligent robotic systems  natural language understanding.