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自动化研究所 [10]
重庆绿色智能技术研究... [4]
内容类型
期刊论文 [14]
发表日期
2021 [14]
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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, 页码: 94-103
作者:
Zhao, Meihua
;
Xiong, Gang
;
Zhou, MengChu
;
Shen, Zhen
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/03/29
3D object reconstruction
Encoder-decoder network
Machine learning
Point prediction network
Algorithms of Unconstrained Non-Negative Latent Factor Analysis for Recommender Systems
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2021, 卷号: 7, 期号: 1, 页码: 227-240
作者:
Luo, Xin
;
Zhou, Mengchu
;
Li, Shuai
;
Wu, Di
;
Liu, Zhigang
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/05/17
Data models
Training
Sparse matrices
Recommender systems
Computational modeling
Big Data
Scalability
Non-negative latent factor analysis
non-negativity
latent factor analysis
unconstrained optimization
high-dimensional and sparse matrix
collaborative filtering
recommender system
big data
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
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/03/15
collaborative scheduling
edge computing
internet of things
limited resources
optimization
task offloading
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
收藏
  |  
浏览/下载:49/0
  |  
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
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:
Luo, Xin
;
Qin, Wen
;
Dong, Ani
;
Sedraoui, Khaled
;
Zhou, MengChu
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/03/17
Big data
industrial application
industrial data
latent factor analysis
machine learning
parallel algorithm
recommender system (RS)
stochastic gradient descent (SGD)
Latent Factor-Based Recommenders Relying on Extended Stochastic Gradient Descent Algorithms
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 2, 页码: 916-926
作者:
Luo, Xin
;
Wang, Dexian
;
Zhou, MengChu
;
Yuan, Huaqiang
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/03/17
Big data
bi-linear
collaborative filtering (CF)
high-dimensional and sparse (HiDS) matrix
industry
latent factor (LF) analysis
missing data
recommender system
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
收藏
  |  
浏览/下载:15/0
  |  
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
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
收藏
  |  
浏览/下载:87/0
  |  
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
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
收藏
  |  
浏览/下载:15/0
  |  
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
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2021/04/09
Automated manufacturing systems
deadlocks
discrete event system
mixed-integer programming (MIP)
Petri nets (PN)
siphons
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