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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：200/50  |  提交时间：2021/11/26
Educational data mining (EDA)  MapReduce framework  deep neuro-fuzzy network  student performance  data augmentation  
Encoding-decoding Network With Pyramid Self-attention Module for Retinal Vessel Segmentation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 973-980
作者:  Cong-Zhong Wu;  Jun Sun;  Jing Wang;  Liang-Feng Xu;  Shu Zhan
Adobe PDF(1416Kb)  |  收藏  |  浏览/下载：173/39  |  提交时间：2021/11/26
Retina vessel segmentation  deep learning  U-Net  attention mechanism  medical image  
Robust Observer-based Control of Nonlinear Multi-omnidirectional Wheeled Robot Systems via High Order Sliding-mode Consensus Protocol 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 787-801
作者:  M. R. Rahimi Khoygani;  R. Ghasemi;  P. Ghayoomi
Adobe PDF(3539Kb)  |  收藏  |  浏览/下载：174/30  |  提交时间：2021/09/13
Multi-agent system (MAS)  nonlinear controller  nonlinear observer  high-order sliding mode  consensus protocol  omnidirectional robots  
Robust Optimal Higher-order-observer-based Dynamic Sliding Mode Control for VTOL Unmanned Aerial Vehicles 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 802-813
作者:  Yashar Mousavi;  Amin Zarei;  Arash Mousavi;  Mohsen Biari
Adobe PDF(4822Kb)  |  收藏  |  浏览/下载：209/42  |  提交时间：2021/09/13
Unmanned aerial vehicle  dynamic sliding mode  trajectory tracking  fractional firefly algorithm  vertical take-off and landing system  
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;  Sanuwani Dayarathna;  Gangani Ariyarathne;  Dulani Meedeniya;  Sampath Jayarathna;  Anne M. P. Michalek
Adobe PDF(1937Kb)  |  收藏  |  浏览/下载：297/79  |  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)  
A Brain-inspired SLAM System Based on ORB Features 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 564-575
作者:  Sun-Chun Zhou;  Rui Yan;  Jia-Xin Li;  Ying-Ke Chen;  Huajin Tang
浏览  |  Adobe PDF(2451Kb)  |  收藏  |  浏览/下载：187/43  |  提交时间：2021/02/23
Simultaneous localization and mapping (SLAM)  RatSLAM  mobile robot  oriented features from accelerated segment test and rotated binary robust independent elementary (ORB) features of RGB (red, green, blue)  cognitive map.  
Inferring Functional Connectivity in fMRI Using Minimum Partial Correlation 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 4, 页码: 371-385
作者:  Lei Nie;  Xian Yang1 Pau(l);  M. Matthews;  Zhi-Wei Xu;  Yi-Ke Guo
浏览  |  Adobe PDF(2876Kb)  |  收藏  |  浏览/下载：368/219  |  提交时间：2021/02/23
Functional connectivity  functional magnetic resonance imaging (fMRI)  network modelling  partial correlation  PCalgorithm  resting-state networks.  
Complex Modified Projective Synchronization for Fractional-order Chaotic Complex Systems 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 5, 页码: 603-615
作者:  Cui-Mei Jiang;  Shu-Tang Liu;  Fang-Fang Zhang
浏览  |  Adobe PDF(2695Kb)  |  收藏  |  浏览/下载：139/55  |  提交时间：2021/02/23
Fractional-order system  chaotic complex system  incommensurate order  complex modified projective synchronization (CMPS), active control.  
Sliding Mode Control for Flexible-link Manipulators Based on Adaptive Neural Networks 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 2, 页码: 239-248
作者:  Hong-Jun Yang;  Min Tan
浏览  |  Adobe PDF(17104Kb)  |  收藏  |  浏览/下载：141/38  |  提交时间：2021/02/23
Sliding mode control  adaptive control  neural network  flexible manipulator  partial differential equation (PDE).  
Multi-sensor Data Fusion for Wheelchair Position Estimation with Unscented Kalman Filter 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 2, 页码: 207-217
作者:  Derradji Nada1 Mounir Bousbia-Salah;  Maamar Bettayeb
浏览  |  Adobe PDF(12738Kb)  |  收藏  |  浏览/下载：103/27  |  提交时间：2021/02/23
Data fusion  unscented Kalman filter (UKF)  measurement fusion (MF)  navigation  state vector fusion (SVF)  wheelchair.