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检索条件"主题词=Label Propagation Algorithm"
65 条 记 录,以下是11-20 订阅
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label propagation algorithm based on node similarity driven by local information
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INTERNATIONAL JOURNAL OF MODERN PHYSICS B 2019年 第30期33卷
作者: Song, Chen Huang, Guoyan Yin, Bo Zhang, Bing Liu, Xinqian Yanshan Univ Coll Informat Sci & Engn 438 Hebei St Qinhuangdao 066004 Hebei Peoples R China 32153 Troops Chinese Peoples Liberat Army 56 Gebei St Zhangjiakou 075100 Hebei Peoples R China
label propagation algorithm (LPA) attracts wide attention in community detection field for its near linear time complexity in large scale network. However, the algorithm adopts a random selection scheme in label updat... 详细信息
来源: 评论
A spreading activation-based label propagation algorithm for overlapping community detection in dynamic social networks
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DATA & KNOWLEDGE ENGINEERING 2018年 113卷 155-170页
作者: Sattari, Mohammad Zamanifar, Kamran Univ Isfahan Dept Comp Engn Esfahan Iran
Community detection in temporal social networks is an increasingly challenging subject in network analysis. The label propagation algorithm (LPA) is a simple and fast approach for community detection in dynamic networ... 详细信息
来源: 评论
Community detection with the label propagation algorithm: A survey
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PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 2019年 534卷 122058-000页
作者: Garza, Sara E. Elisa Schaeffer, Satu Univ Autonoma Nuevo Leon Fac Ingn Mecan & Elect San Nicolas De Los Garza Mexico
Community detection aims at discovering the structure, behavior, dynamics, and organization of a complex network by finding cohesive groups where nodes (entities) are, in some sense, more similar within the group and ... 详细信息
来源: 评论
A Degree-based Distributed label propagation algorithm for Community Detection in Networks  4
A Degree-based Distributed Label Propagation Algorithm for C...
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4th ACM SIGSPATIAL International Workshop on Safety and Resilience (EM-GIS)
作者: Dong, Jian Chen, Bin Ai, Chuan Liu, Liang Zhang, Fang Natl Univ Def Technol Changsha Peoples R China
Community detection is an important way to understand the functions and characteristics of complex systems. The label propagation algorithm (LPA) is a community detection algorithm of which complexity is close to line... 详细信息
来源: 评论
Site-Effect-Based Semi-Synchronous label propagation algorithm for Community Detection  16
Site-Effect-Based Semi-Synchronous Label Propagation Algorit...
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16th IEEE ISPA / 17th IEEE IUCC / 8th IEEE BDCloud / 11th IEEE SocialCom / 8th IEEE SustainCom
作者: Liu, Tianqi Yan, Xuefeng Cen, Shenzhi Nanjing Univ Aeronaut & Astronaut Coll Comp Sci & Technol Nanjing Jiangsu Peoples R China Collaborat Innovat Ctr Novel Software Technol & I Nanjing Jiangsu Peoples R China Nanjing Univ Aeronaut & Astronaut Coll Automat Engn Nanjing Jiangsu Peoples R China
The label propagation algorithm (LPA) for community detection has become prevalent due to its linear time complexity, and the number of communities does not need to be determined in advance when this algorithm is impl... 详细信息
来源: 评论
An improved label propagation algorithm based on node importance and random walk for community detection
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MODERN PHYSICS LETTERS B 2017年 第14期31卷
作者: Ma, Tianren Xia, Zhengyou Nanjing Univ Aeronaut & Astronaut Coll Comp Sci & Technol Nanjing 210015 Jiangsu Peoples R China
Currently, with the rapid development of information technology, the electronic media for social communication is becoming more and more popular. Discovery of communities is a very effective way to understand the prop... 详细信息
来源: 评论
Reinforcement label propagation algorithm Based on History Record  24th
Reinforcement Label Propagation Algorithm Based on History R...
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24th International Conference on Neural Information Processing (ICONIP)
作者: Liu, Kai Zhang, Yi Lu, Kai Wang, Xiaoping Wang, Xin Natl Univ Def Technol Coll Comp Sci & Technol Parallel & Distributed Proc Lab Changsha 410073 Peoples R China
With the continuous development of Internet, social networks are becoming more and more complex, and the research on these complex networks has attracted many researchers' attention. A large number of community di... 详细信息
来源: 评论
Eigenvector label propagation algorithm for Interactive Learning in Student Groups Based on Student Social Network  6
Eigenvector Label Propagation Algorithm for Interactive Lear...
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6th International Conference on Computer Science and Network Technology (ICCSNT)
作者: Wang, Zhiping Shanghai Jiao Tong Univ Shanghai Peoples R China
Interactive learning, which is based on data mining, is a hot issue and has attracted considerable attention recently. In this paper, we propose an Eigenvector label propagation algorithm (ELPA), which is improved fro... 详细信息
来源: 评论
Semantic community detection using label propagation algorithm
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JOURNAL OF INFORMATION SCIENCE 2016年 第2期42卷 166-178页
作者: Kianian, Sahar Khayyambashi, Mohammad Reza Movahhedinia, Naser Univ Isfahan Fac Comp Engn Esfahan Iran
The issue of detecting large communities in online social networks is the subject of a wide range of studies in order to explore the network sub-structure. Most of the existing studies are concerned with network topol... 详细信息
来源: 评论
Signed Network label propagation algorithm with Structural Balance Degree for Community Detection  14th
Signed Network Label Propagation Algorithm with Structural B...
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14th International Conference on Smart Homes and Health Telematics (ICOST)
作者: Fang, Lei Yang, Qun Wang, Jiawen Lei, Weihua Nanjing Univ Aeronaut & Astronaut Coll Comp Sci & Technol Nanjing Jiangsu Peoples R China
Social networks are usually modeled as signed networks. The community detection is an important problem for the research of signed networks. The time complexity of signed label propagation algorithm is lower than most... 详细信息
来源: 评论