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中国科学院自动化研究所机构知识库
Knowledge Commons of Institute of Automation,CAS
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学术期刊 [5]
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Journal ar... [5]
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2022 [3]
2021 [2]
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IEEE/CAA J... [5]
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A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1952-1966
Authors:
Meiji Cui
;
Li Li
;
MengChu Zhou
;
Jiankai Li
;
Abdullah Abusorrah
;
Khaled Sedraoui
Adobe PDF(4431Kb)
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Submit date:2022/10/09
Autoencoder
dimension reduction
evolutionary algorithm
medium-scale expensive problems
teaching-learning-based optimization
A PID-incorporated Latent Factorization of Tensors Approach to Dynamically Weighted Directed Network Analysis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 533-546
Authors:
Hao Wu
;
Xin Luo
;
MengChu Zhou
;
Muhyaddin J. Rawa
;
Khaled Sedraoui
;
Aiiad Albeshri
Adobe PDF(2495Kb)
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Submit date:2022/03/09
Big data
high dimensional and incomplete (HDI) tensor
latent factorization-of-tensors (LFT)
machine learning
missing data
optimization
proportional-integral-derivative (PID) controller
A Distributed Framework for Large-scale Protein-protein Interaction Data Analysis and Prediction Using MapReduce
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 160-172
Authors:
Lun Hu
;
Shicheng Yang
;
Xin Luo
;
Huaqiang Yuan
;
Khaled Sedraoui
;
MengChu Zhou
Adobe PDF(1993Kb)
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Submit date:2021/11/03
Distributed computing
large-scale prediction machine learning
MapReduce
protein-protein interaction (PPI)
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
Adobe PDF(5091Kb)
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Submit date:2021/04/09
Big data
industrial application
industrial data
latent factor analysis
machine learning
parallel algorithm
recommender system (RS)
stochastic gradient descent (SGD)
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
Authors:
Xiwang Guo
;
MengChu Zhou
;
Abdullah Abusorrah
;
Fahad Alsokhiry
;
Khaled Sedraoui
Adobe PDF(4140Kb)
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Submit date:2021/06/11
Artificial intelligence (AI)
disassembly sequence planning (DSP)
intelligent optimization
modeling methods
multi-objective optimization
single-objective optimization
uncertainty