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检索条件"主题词=Overlapping Community Detection"
226 条 记 录,以下是1-10 订阅
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overlapping community detection using graph attention networks
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FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE 2025年 163卷
作者: Sismanis, Konstantinos Potikas, Petros Souliou, Dora Pagourtzis, Aris Natl Tech Univ Athens Sch Elect & Comp Engn Polytecnheioupoli Athens 15780 Greece
community detection is a research area with increasing practical significance. Successful examples of its application are found in many scientific areas like social networks, recommender systems and biology. Deep lear... 详细信息
来源: 评论
overlapping community detection in Vehicular Social Networks Based on Graph Attention Autoencoder
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SENSORS 2025年 第8期25卷 2601-2601页
作者: Gu, Xiang Huang, Qiwei Yang, Jie Nantong Univ Sch Artificial Intelligence & Comp Sci Nantong 226019 Peoples R China Nantong Univ Sch Informat Sci & Technol Nantong 226019 Peoples R China
community detection is particularly important in vehicular social networks because it helps identify closely connected groups of vehicles within the network. community structures with overlapping relationships are ide... 详细信息
来源: 评论
overlapping community detection ALGORITHMS USING MODULARITY AND THE COSINE
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ADVANCES IN COMPLEX SYSTEMS 2025年 第3期28卷
作者: Do, Duy hieu Phan, Thi ha duong Vietnam Acad Sci & Technol Inst Math 18 Hoang Quoc Viet Hanoi Vietnam Vietnam Acad Sci & Technol Inst Math Int Ctr Res & Postgrad Training Math Ausp UNESCO 18 Hoang Quoc Viet Hanoi Vietnam
The issue of network community detection has been extensively studied across many fields. Most community detection methods assume that nodes belong to only one community. However, in many cases, nodes can belong to mu... 详细信息
来源: 评论
A novel approach for overlapping community detection in social networks based on the attraction
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JOURNAL OF COMPUTATIONAL SCIENCE 2025年 85卷
作者: Chi, Kuo Qu, Hui Fu, Ziheng Hainan Univ Sch Informat & Commun Engn Haikou 570228 Peoples R China Hainan Univ Lab & Equipment Adm Dept Haikou 570228 Peoples R China
The growing scale of networks makes the study of social networks increasingly difficult. overlapping community detection can both make the network easier to analyze and manage by detecting communities and better repre... 详细信息
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Dual graph neural network for overlapping community detection
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JOURNAL OF SUPERCOMPUTING 2024年 第2期80卷 2196-2222页
作者: Li, Xiaohong Peng, Qixuan Li, Ruihong Ma, Huifang Northwest Normal Univ Coll Comp Sci & Engn Lanzhou 730070 Peoples R China
community detection has long been designed to find communities with different structures in various networks. It is now widely believed that these communities often overlap with each other. However, due to the complex... 详细信息
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A hybrid multi-objective algorithm based on slime mould algorithm and sine cosine algorithm for overlapping community detection in social networks
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CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS 2024年 第10期27卷 13897-13917页
作者: Heydariyan, Ahmad Gharehchopogh, Farhad Soleimanian Dishabi, Mohammad Reza Ebrahimi Islamic Azad Univ Dept Comp Engn Miyaneh Branch Miyaneh Iran Islamic Azad Univ Dept Comp Engn Urmia Branch Orumiyeh Iran
In recent years, extensive studies have been carried out in community detection for social network analysis because it plays a crucial role in social network systems in today's world. However, most social networks... 详细信息
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A novel overlapping community detection strategy based on Core-Bridge seeds
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INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS 2024年 第6期15卷 2131-2147页
作者: Chen, Gaolin Zhou, Shuming Fujian Normal Univ Sch Comp & Cyber Secur XueFu South St Fuzhou 350117 Peoples R China Fujian Normal Univ Sch Math & Stat XueFu South St Fuzhou 350117 Peoples R China Fujian Normal Univ Ctr Appl Math Fujian Prov XueFu South St Fuzhou 350117 Peoples R China Fujian Normal Univ Key Lab Analyt Math & Applicat Minist Educ XueFu South St Fuzhou 350117 Peoples R China
The last decade has witnessed the advance of overlapping community detection based on local expansion. In this paper, we propose a novel local expanding-based overlapping community detection algorithm, denoted by Core... 详细信息
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A maximal-clique-based set-covering approach to overlapping community detection
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OPTIMIZATION LETTERS 2024年 第6期18卷 1491-1510页
作者: Brusco, Michael J. Steinley, Douglas Watts, Ashley L. Florida State Univ Dept Business Analyt Informat Syst & Supply Chain Tallahassee FL 32306 USA Univ Missouri Dept Psychol Sci Columbia MO USA
An inherent limitation of many popular community detection methods, such as the walktrap and spin glass algorithms, is that they do not allow vertices to have membership in more than one community. Clique percolation ... 详细信息
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A semi-orthogonal nonnegative matrix tri-factorization algorithm for overlapping community detection
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STATISTICAL PAPERS 2024年 第6期65卷 3601-3619页
作者: Li, Zhaoyang Yang, Yuehan Fudan Univ Sch Publ Hlth Dept Biostat Shanghai 200433 Peoples R China Cent Univ Finance & Econ Sch Stat & Math Beijing 100081 Peoples R China
In this paper, we focus on overlapping community detection and propose an efficient semi-orthogonal nonnegative matrix tri-factorization (semi-ONMTF) algorithm. This method factorizes a matrix X into an orthogonal mat... 详细信息
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Multidimensional empirical analysis of overlapping community detection methods in social networks
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MULTIMEDIA TOOLS AND APPLICATIONS 2023年 第29期82卷 44655-44671页
作者: Saini, Monika Mangat, Veenu Panjab Univ UIET Chandigarh India
The widespread domain of social network analysis leads to numerous research challenges associated with it. community detection is one of the foremost research challenges. There are several community detection methods ... 详细信息
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