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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
作者:  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.
收藏  |  浏览/下载:147/0  |  提交时间: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
作者:  Ji, Sai;  Li, Jun;  Wu, Zijun;  Xu, Yicheng
收藏  |  浏览/下载:52/0  |  提交时间: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
作者:  Lan, Hui;  Liu, Ziquan;  Hsiao, Janet H.;  Yu, Dan;  Chan, Antoni B.
收藏  |  浏览/下载:152/0  |  提交时间: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
作者:  Zhang, Xiao;  Lian, Bosen;  Lewis, Frank L.;  Wan, Yan;  Cheng, Daizhan
收藏  |  浏览/下载:130/0  |  提交时间: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  
Simple primitive recognition via hierarchical face clustering 期刊论文
COMPUTATIONAL VISUAL MEDIA, 2020, 卷号: 6, 期号: 4, 页码: 431-443
作者:  Yang, Xiaolong;  Jia, Xiaohong
收藏  |  浏览/下载:107/0  |  提交时间:2021/10/26
quadric primitive extraction  mesh  hierarchical clustering  
Parameterized Dynamic Cluster Editing 期刊论文
ALGORITHMICA, 2020, 页码: 44
作者:  Luo, Junjie;  Molter, Hendrik;  Nichterlein, Andre;  Niedermeier, Rolf
收藏  |  浏览/下载:156/0  |  提交时间:2020/09/23
Graph-based data clustering  Incremental clustering  Compromise clustering  Correlation clustering  Local search  Goal-oriented clustering  NP-hard problems  Fixed-parameter tractability  Parameterized complexity  Kernelization  Multi-choice knapsack  
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
作者:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie;  Zhang, Guowei
收藏  |  浏览/下载:140/0  |  提交时间: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
作者:  Shen, Dongqin;  Li, Xiuyi;  Yan, Guan
收藏  |  浏览/下载:152/0  |  提交时间:2020/06/30
Spectral clustering  out-of-sample  modularity  similarity measure  
Clustering phase of a general constraint satisfaction problem model d-k-CSP 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 537, 页码: 15
作者:  Xu, Wei;  Gong, Fuzhou;  Zhou, Guangyan
收藏  |  浏览/下载:195/0  |  提交时间:2020/05/24
Constraint satisfaction problem  Solution space structure  Clustering phase transition  Problem hardness  Belief propagation  
Detecting the evolving community structure in dynamic social networks 期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2019, 页码: 19
作者:  Liu, Fanzhen;  Wu, Jia;  Xue, Shan;  Zhou, Chuan;  Yang, Jian;  Sheng, Quanzheng
收藏  |  浏览/下载:152/0  |  提交时间:2020/05/24
Dynamic social networks  Community structure  Evolutionary clustering  Migration operator