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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Funding Project:National Natural Science Foundation of China[61621003]
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Approximate distance correlation for selecting highly interrelated genes across datasets
期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2021, 卷号: 17, 期号: 11, 页码: 18
Authors:
Shen, Qunlun
;
Zhang, Shihua
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View/Download:80/0
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Submit date:2022/04/02
An overview on the designs of distributed observers in LTI multi-agent systems
期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2021, 页码: 10
Authors:
Pei YingQing
;
Gu HaiBo
;
Liu KeXin
;
Lu JinHu
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View/Download:76/0
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Submit date:2022/04/02
multi-agent system
linear time-invarient system
distributed observer
consensus
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 4, 页码: 1184-1196
Authors:
Zhang, Chihao
;
Zhang, Shihua
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View/Download:121/0
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Submit date:2021/04/26
Matrix decomposition
Bayes methods
Data integration
Inference algorithms
Data models
Data mining
Gaussian distribution
Bayesian methods
matrix decomposition
data integration
variational Bayesian inference
maximum a posterior
Leader-following consensus of multi-agent systems under antagonistic networks
期刊论文
NEUROCOMPUTING, 2020, 卷号: 413, 页码: 339-347
Authors:
Wang, Qianyao
;
Liu, Kexin
;
Wang, Xiong
;
Wu, Lulu
;
Lu, Jinhu
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View/Download:98/0
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Submit date:2021/01/14
Multi-agent systems
Signed graph
Bipartite consensus
Adaptive regulation
On semi-supervised multiple representation behavior learning
期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 卷号: 46, 页码: 17
Authors:
Lu, Ruqian
;
Hou, Shengluan
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View/Download:107/0
  |  
Submit date:2021/04/26
Semi-supervised learning
Semi-supervised multiple representation behavior learning
Semi-supervised grammar learning
A General Joint Matrix Factorization Framework for Data Integration and Its Systematic Algorithmic Exploration
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 9, 页码: 1971-1983
Authors:
Zhang, Lihua
;
Zhang, Shihua
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View/Download:108/0
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Submit date:2021/01/14
Sparse matrices
Pattern recognition
Data integration
Prediction algorithms
Data models
Matrix decomposition
Signal processing algorithms
Bioinformatics
data integration
network-regularized constraint
nonnegative matrix factorization (NMF)
pattern recognition
Spectral Learning Algorithm Reveals Propagation Capability of Complex Networks
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 12, 页码: 4253-4261
Authors:
Xu, Shuang
;
Wang, Pei
;
Zhang, Chun-Xia
;
Lu, Jinhu
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View/Download:122/0
  |  
Submit date:2020/01/10
Complex network
important node
influential spreader
propagation capability
SpectralRank (SR)
Applying Ricci flow to high dimensional manifold learning
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 9, 页码: 14
Authors:
Li, Yangyang
;
Lu, Ruqian
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View/Download:122/0
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Submit date:2020/01/10
manifold learning
Ricci flow
Ricci curvature
dimension reduction
curvature estimation
Locality preserving projection on SPD matrix Lie group: algorithm and analysis
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 9, 页码: 15
Authors:
Li, Yangyang
;
Lu, Ruqian
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View/Download:130/0
  |  
Submit date:2018/07/30
manifold learning
SPD matrix Lie group
locally preserving projection
Laplace operator
Log Euclidean metric
Asynchronous Implementation of Distributed Coordination Algorithms: Conditions Using Partially Scrambling and Essentially Cyclic Matrices
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 6, 页码: 1745-1752
Authors:
Chen, Yao
;
Xia, Weiguo
;
Cao, Ming
;
Lu, Jinhu
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View/Download:110/0
  |  
Submit date:2018/07/30
Asynchronous implementation
distributed coordination algorithm (DCA)
essentially cyclic matrix
partially scrambling matrix