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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：228/53  |  提交时间：2021/11/26
Educational data mining (EDA)  MapReduce framework  deep neuro-fuzzy network  student performance  data augmentation  
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：243/57  |  提交时间：2021/09/13
Fuzzy logic systems  stochastic nonlinear  multi-agent systems (MAS)  consensus algorithm  adaptive control  
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：207/43  |  提交时间：2021/09/13
Multi-agent system (MAS)  nonlinear controller  nonlinear observer  high-order sliding mode  consensus protocol  omnidirectional robots  
Behavior-based Autonomous Navigation and Formation Control of Mobile Robots in Unknown Cluttered Dynamic Environments with Dynamic Target Tracking 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 766-786
作者:  Nacer Hacene;  Boubekeur Mendil
Adobe PDF(6433Kb)  |  收藏  |  浏览/下载：215/55  |  提交时间：2021/09/13
Behavior-based autonomous navigation  dynamic obstacles and walls  dynamic target tracking  formation control of multi-robot systems  dynamic environment  
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：232/58  |  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  
An Optimal Control Strategy for Multi-UAVs Target Tracking and Cooperative Competition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1931-1947
作者:  Yiguo Yang;  Liefa Liao;  Hong Yang;  Shuai Li
Adobe PDF(5876Kb)  |  收藏  |  浏览/下载：172/41  |  提交时间：2021/09/03
Artificial potential field (APF)  fuzzy control  higher-order differentiator  optimal control strategy  winner-take-all (WTA)  
Adaptive Fuzzy Backstepping Tracking Control for Flexible Robotic Manipulator 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1923-1930
作者:  Wanmin Chang;  Yongming Li;  Shaocheng Tong
Adobe PDF(1029Kb)  |  收藏  |  浏览/下载：161/54  |  提交时间：2021/09/03
Actuator saturation  backstepping design  command-filter technique  flexible robotic manipulator  fuzzy adaptive control  
A New Safety Assessment Method Based on Belief Rule Base With Attribute Reliability 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1774-1785
作者:  Zhichao Feng;  Wei He;  Zhijie Zhou;  Xiaojun Ban;  Changhua Hu;  Xiaoxia Han
Adobe PDF(6041Kb)  |  收藏  |  浏览/下载：127/43  |  提交时间：2021/09/03
Belief rule base (BRB)  belief rule reduction  reliability  safety assessment  structure adjustment  
A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1627-1643
作者:  Jun Tang;  Gang Liu;  Qingtao Pan
Adobe PDF(5712Kb)  |  收藏  |  浏览/下载：152/38  |  提交时间：2021/09/03
Ant colony optimization (ACO)  artificial bee colony (ABC)  artificial fish swarm (AFS)  bacterial foraging optimization (BFO)  optimization  particle swarm optimization (PSO)  swarm intelligence  
Adaptive Attitude Control for Multi-MUAV Systems With Output Dead-Zone and Actuator Fault 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1567-1575
作者:  Guowei Dong;  Liang Cao;  Deyin Yao;  Hongyi Li;  Renquan Lu
Adobe PDF(5912Kb)  |  收藏  |  浏览/下载：185/54  |  提交时间：2021/09/03
Disturbance observer  fault-tolerant control (FTC)  multi multi-rotor unmanned aerial vehicle (multi-MUAV) attitude systems  neural networks (NNs)  output dead-zone