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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  
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：209/40  |  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  
Designing an Intelligent Control Philosophy in Reservoirs of Water Transfer Networks in Supervisory Control and Data Acquisition System Stations 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 694-717
作者:  Ali Dolatshahi Zand, Kaveh Khalili-Damghani, Sadigh Raissi
Adobe PDF(9772Kb)  |  收藏  |  浏览/下载：197/47  |  提交时间：2021/09/13
Water demand forecasting  water transfer network  supervisory control and data acquisition  water management, multi-core artificial neural network, fuzzy inference system  
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：539/313  |  提交时间：2021/05/24
Signalized intersection  driving behaviour  machine learning  support vector machine (SVM)  road accidents  
Skill Learning for Robotic Insertion Based on One-shot Demonstration and Reinforcement Learning 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 457-467
作者:  Ying Li;  De Xu
Adobe PDF(1450Kb)  |  收藏  |  浏览/下载：192/48  |  提交时间：2021/05/24
Force Jacobian matrix  one-shot demonstration  dynamic exploration strategy  insertion skill learning  reinforcement  
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)  
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
Adobe PDF(2736Kb)  |  收藏  |  浏览/下载：288/141  |  提交时间：2021/02/23
Quadcopter  proportional integral derivate (PID) control  fuzzy control  adaptive neuro-fuzzy  altitude control  attitude control  
Adaptive Fuzzy Sliding Mode Control of Under-actuated Nonlinear Systems 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 3, 页码: 364-376
作者:  Amir Hossein Davaie Markaz;  Mohammad Maadani;  Seyed Hassan Zabihifar;  Nafiseh Doost-Mohammadi
浏览  |  Adobe PDF(1579Kb)  |  收藏  |  浏览/下载：125/46  |  提交时间：2021/02/23
Adaptive fuzzy sliding mode control (AFSMC)  nonlinear systems  uncertain systems  under-actuated systems  remote environmental monitoring units (REMUS).  
A Survey of Scene Understanding by Event Reasoning in Autonomous Driving 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 3, 页码: 249-266
作者:  Jian-Ru Xue;  Jian-Wu Fang;  Pu Zhang
浏览  |  Adobe PDF(2242Kb)  |  收藏  |  浏览/下载：113/38  |  提交时间：2021/02/23
Autonomous vehicle  scene understanding  event reasoning  intention prediction  scene representation.  
A Time/Space Separation Based 3D Fuzzy Modeling Approach for Nonlinear Spatially Distributed Systems 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 1, 页码: 52-65
作者:  Xian-Xia Zhang;  Zhi-Qiang Fu;  Shao-Yuan Li;  Tao Zou;  Bing Wang
浏览  |  Adobe PDF(3207Kb)  |  收藏  |  浏览/下载：102/31  |  提交时间：2021/02/23
Spatially distributed system (SDS)  system identification  3D fuzzy system  Karhunen-Love decomposition  particle swarm optimization (PSO).