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Computation of an Emptiable Minimal Siphon in a Subclass of Petri Nets Using Mixed-Integer Programming 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 219-226
Authors:  Shouguang Wang;  Wenli Duo;  Xin Guo;  Xiaoning Jiang;  Dan You;  Kamel Barkaoui;  MengChu Zhou
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Automated manufacturing systems  deadlocks  discrete event system  mixed-integer programming (MIP)  Petri nets (PN)  siphons  
An Eco-Route Planner for Heavy Duty Vehicles 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 37-51
Authors:  Maria Pia Fanti;  Agostino Marcello Mangini;  Alfredo Favenza;  Gianvito Difilippo
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Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411
Authors:  Xin Luo;  Wen Qin;  Ani Dong;  Khaled Sedraoui;  MengChu Zhou
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Big data  industrial application  industrial data  latent factor analysis  machine learning  parallel algorithm  recommender system (RS)  stochastic gradient descent (SGD)  
Deadlock-free Supervisor Design for Robotic Manufacturing Cells With Uncontrollable and Unobservable Events 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 597-605
Authors:  Bo Huang;  MengChu Zhou;  Cong Wang;  Abdullah Abusorrah;  Yusuf Al-Turki
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Deadlock prevention  Petri nets  robotic manufacturing cells  structure-minimized supervisor  supervisory control  uncontrollability  unobservability  
A Multi-Layered Gravitational Search Algorithm for Function Optimization and Real-World Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 94-109
Authors:  Yirui Wang;  Shangce Gao;  Mengchu Zhou;  Yang Yu
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Artificial intelligence  exploration and exploitation  gravitational search algorithm  hierarchical interaction  hierarchy  machine learning  population structure  
Dynamic Hand Gesture Recognition Based on Short-Term Sampling Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 110-120
Authors:  Wenjin Zhang;  Jiacun Wang;  Fangping Lan
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Convolutional neural network (ConvNet)  hand gesture recognition  long short-term memory (LSTM) network  short-term sampling  transfer learning  
Parametric Transformation of Timed Weighted Marked Graphs: Applications in Optimal Resource Allocation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 179-188
Authors:  Zhou He;  Ziyue Ma;  Zhiwu Li;  Alessandro Giua
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Discrete event system  resource allocation  timed Petri net  weighted marked graph  
Review of Research and Development of Supernumerary Robotic Limbs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 929-952
Authors:  Yuchuang Tong;  Jinguo Liu
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Human-robot cooperation  human-robot interaction  supernumerary robotic finger  supernumerary robotic limb  wearable robots  
Residual-driven Fuzzy C-Means Clustering for Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
Authors:  Cong Wang;  Witold Pedrycz;  ZhiWu Li;  MengChu Zhou
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Fuzzy C-Means  image segmentation  mixed or unknown noise  residual-driven  weighted regularization  
Task Scheduling for Multi-Cloud Computing Subject to Security and Reliability Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 848-865
Authors:  Qing-Hua Zhu;  Huan Tang;  Jia-Jie Huang;  Yan Hou
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Multi-cloud environment  multi-quality of service (QoS)  reliability  security  task scheduling