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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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A Comprehensive Survey on Community Detection With Deep Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 21
Authors:
Su, Xing
;
Xue, Shan
;
Liu, Fanzhen
;
Wu, Jia
;
Yang, Jian
;
Zhou, Chuan
;
Hu, Wenbin
;
Paris, Cecile
;
Nepal, Surya
;
Jin, Di
;
Sheng, Quan Z.
;
Yu, Philip S.
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View/Download:86/0
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Submit date:2022/04/29
Deep learning
Taxonomy
Optimization
Partitioning algorithms
Clustering algorithms
Social networking (online)
Peer-to-peer computing
Community detection
deep learning
graph neural network
network representation
social networks
Approximation Algorithms for the Capacitated Min-Max Correlation Clustering Problem
期刊论文
ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2022, 页码: 13
Authors:
Ji, Sai
;
Li, Jun
;
Wu, Zijun
;
Xu, Yicheng
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View/Download:3/0
  |  
Submit date:2023/02/07
Capacitated clustering
min-max correlation clustering
integrality gap
approximation algorithm
Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
Authors:
Lan, Hui
;
Liu, Ziquan
;
Hsiao, Janet H.
;
Yu, Dan
;
Chan, Antoni B.
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  |  
View/Download:62/0
  |  
Submit date:2022/04/02
Hidden Markov models
Bayes methods
Data models
Computational modeling
Mixture models
Clustering algorithms
Analytical models
Clustering
hidden Markov mixture model (H3M)
hierarchical EM
variational Bayesian (VB)
Directed Graph Clustering Algorithms, Topology, and Weak Links
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 15
Authors:
Zhang, Xiao
;
Lian, Bosen
;
Lewis, Frank L.
;
Wan, Yan
;
Cheng, Daizhan
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View/Download:64/0
  |  
Submit date:2022/04/02
Directed graphs
Clustering algorithms
Symmetric matrices
Topology
Kernel
Network topology
Linear programming
Directed graph clustering
nonspectral algorithm
Rayleigh's quotient
weighted kernel k-means
A kernel non-negative matrix factorization framework for single cell clustering
期刊论文
APPLIED MATHEMATICAL MODELLING, 2021, 卷号: 90, 页码: 875-888
Authors:
Jiang, Hao
;
Yi, Ming
;
Zhang, Shihua
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View/Download:80/0
  |  
Submit date:2021/04/26
Single cell RNA-sequencing
Kernel non-negative matrix factorization
Cellular heterogeneity
Diagonalization-based parallel-in-time algorithms for parabolic PDE-constrained optimization problems
期刊论文
ESAIM-CONTROL OPTIMISATION AND CALCULUS OF VARIATIONS, 2020, 卷号: 26, 页码: 26
Authors:
Wu, Shu-Lin
;
Zhou, Tao
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View/Download:79/0
  |  
Submit date:2021/04/26
Parabolic PDE-constrained optimization
PinT algorithm
diagonalization technique
preconditioner
GMRES
BiCGStab
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:87/0
  |  
Submit date:2021/04/26
Semi-supervised learning
Semi-supervised multiple representation behavior learning
Semi-supervised grammar learning
A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
Authors:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhang, Guowei
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  |  
View/Download:96/0
  |  
Submit date:2020/06/30
Forecasting
Exchange rates
Predictive models
Self-organizing feature maps
Clustering algorithms
exchange rates forecasting
kernel-based extreme learning machine (KELM)
nonlinear ensemble
Improve the spectral clustering by integrating a new modularity similarity index and out-of-sample extension
期刊论文
MODERN PHYSICS LETTERS B, 2020, 卷号: 34, 期号: 11, 页码: 12
Authors:
Shen, Dongqin
;
Li, Xiuyi
;
Yan, Guan
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View/Download:97/0
  |  
Submit date:2020/06/30
Spectral clustering
out-of-sample
modularity
similarity measure
基于\货到人\拣选模式的储位分配问题研究
期刊论文
运筹与管理, 2020, 卷号: 29.0, 期号: 002, 页码: 1-11
Authors:
李珍萍
;
范欣然
;
吴凌云
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View/Download:96/0
  |  
Submit date:2021/01/14
货到人
储位分配
整数非线性规划
聚类
贪婪算法
单亲进化遗传算法