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3D-RVP: A method for 3D object reconstruction from a single depth view using voxel and point 期刊论文
NEUROCOMPUTING, 2021, 卷号: 430, 期号: 2021, 页码: 94-103
作者:  Zhao, Meihua;  Xiong, Gang;  Zhou, MengChu;  Shen, Zhen;  Wang, Fei-Yue
Adobe PDF(1476Kb)  |  收藏  |  浏览/下载：268/33  |  提交时间：2021/03/29
3D object reconstruction  Encoder-decoder network  Machine learning  Point prediction network  
Evolving Container to Unikernel for Edge Computing and Applications in Process Industry 期刊论文
PROCESSES, 2021, 卷号: 9, 期号: 2, 页码: 18
作者:  Chen, Shichao;  Zhou, Mengchu
Adobe PDF(619Kb)  |  收藏  |  浏览/下载：208/41  |  提交时间：2021/03/29
big data analytics  lightweight virtualization  cloud computing  edge computing  industrial process  Industry 4.0  Internet of things  machine learning  process industry  fault diagnosis  
Recent Advances in Collaborative Scheduling of Computing Tasks in an Edge Computing Paradigm 期刊论文
SENSORS, 2021, 卷号: 21, 期号: 3, 页码: 22
作者:  Chen, Shichao;  Li, Qijie;  Zhou, Mengchu;  Abusorrah, Abdullah
Adobe PDF(3032Kb)  |  收藏  |  浏览/下载：260/37  |  提交时间：2021/03/15
collaborative scheduling  edge computing  internet of things  limited resources  optimization  task offloading  
Disassembly Sequence Planning: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1308-1324
作者:  Xiwang Guo;  MengChu Zhou;  Abdullah Abusorrah;  Fahad Alsokhiry;  Khaled Sedraoui
Adobe PDF(4140Kb)  |  收藏  |  浏览/下载：156/25  |  提交时间：2021/06/11
Artificial intelligence (AI)  disassembly sequence planning (DSP)  intelligent optimization  modeling methods  multi-objective optimization  single-objective optimization  uncertainty  
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
作者:  Xin Luo;  Wen Qin;  Ani Dong;  Khaled Sedraoui;  MengChu Zhou
Adobe PDF(5091Kb)  |  收藏  |  浏览/下载：144/51  |  提交时间：2021/04/09
Big data  industrial application  industrial data  latent factor analysis  machine learning  parallel algorithm  recommender system (RS)  stochastic gradient descent (SGD)  
Dual-Objective Mixed Integer Linear Program and Memetic Algorithm for an Industrial Group Scheduling Problem 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1199-1209
作者:  Ziyan Zhao;  Shixin Liu;  MengChu Zhou;  Abdullah Abusorrah
Adobe PDF(2797Kb)  |  收藏  |  浏览/下载：145/36  |  提交时间：2021/06/11
Insertion-based local search  iterated greedy algorithm  machine learning, memetic algorithm  nondominated sorting genetic algorithm II (NSGA-II), production scheduling  
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
作者:  Cong Wang;  Witold Pedrycz;  ZhiWu Li;  MengChu Zhou
Adobe PDF(7675Kb)  |  收藏  |  浏览/下载：134/26  |  提交时间：2021/04/09
Fuzzy C-Means  image segmentation  mixed or unknown noise  residual-driven  weighted regularization  
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
作者:  Yirui Wang;  Shangce Gao;  Mengchu Zhou;  Yang Yu
Adobe PDF(1938Kb)  |  收藏  |  浏览/下载：225/47  |  提交时间：2021/04/09
Artificial intelligence  exploration and exploitation  gravitational search algorithm  hierarchical interaction  hierarchy  machine learning  population structure  
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
作者:  Shouguang Wang;  Wenli Duo;  Xin Guo;  Xiaoning Jiang;  Dan You;  Kamel Barkaoui;  MengChu Zhou
Adobe PDF(1617Kb)  |  收藏  |  浏览/下载：160/46  |  提交时间：2021/04/09
Automated manufacturing systems  deadlocks  discrete event system  mixed-integer programming (MIP)  Petri nets (PN)  siphons  
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
作者:  Bo Huang;  MengChu Zhou;  Cong Wang;  Abdullah Abusorrah;  Yusuf Al-Turki
Adobe PDF(12009Kb)  |  收藏  |  浏览/下载：137/26  |  提交时间：2021/04/09
Deadlock prevention  Petri nets  robotic manufacturing cells  structure-minimized supervisor  supervisory control  uncontrollability  unobservability