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检索条件"主题词=label propagation algorithm"
65 条 记 录,以下是1-10 订阅
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label propagation algorithm for community discovery based on centrality and common neighbours
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JOURNAL OF SUPERCOMPUTING 2024年 第8期80卷 11816-11842页
作者: Douadi, Asma Kamel, Nadjet Sais, Lakhdar Univ Ferhat Abbas Setif 1 Dept Comp Sci LRSD Setif Algeria Univ Artois CRIL CNRS Lens France
We propose a label propagation-based algorithm to extract community structure using a new similarity measure based on centrality and common neighbours. Initially, a distinct label is assigned to each vertex. Along the... 详细信息
来源: 评论
Khmer Sentiment Lexicon Based on PU Learning and label propagation algorithm
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ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING 2023年 第3期22卷 1-18页
作者: Li, Chao Yan, Xin Xu, Guangyi Deng, Zhongying Mo, Yuanyuan Kunming Univ Sci & Technol Fac Informat Engn & Automat Kunming 650500 Yunnan Peoples R China
The sentiment lexicon is an important tool for natural language processing tasks. In addition to being able to determine the sentiment polarity of words or phrases, it can assist attribute-level, sentence-level, and t... 详细信息
来源: 评论
An Improved label propagation algorithm for Undirected Weighted Networks  12
An Improved Label Propagation Algorithm for Undirected Weigh...
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12th International Conference on Intelligent Computing and Wireless Optical Communications (ICWOC)
作者: Li, Peilei Yu, Hanging Zhang, Yijin Beijing Jiaotong Univ Sch Elect & Informat Engn Beijing Peoples R China Univ Elect Sci & Technol China Sch Informat & Commun Engn Chengdu Peoples R China Nanjing Univ Sci & Technol Sch Elect & Opt Engn Nanjing Peoples R China
In recent years, with the rapid development of network technology, the scale of social networks has become increasingly large and diversified. The detection of community has become a hot spot in the research of social... 详细信息
来源: 评论
Community detection using constrained label propagation algorithm with nodes exemption
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COMPUTING 2022年 第2期104卷 339-358页
作者: Chin, Jia Hou Ratnavelu, Kuru UCSI Univ Fac Business & Management Kuala Lumpur 56000 Malaysia UCSI Univ Inst Comp Sci & Digital Innovat Kuala Lumpur 56000 Malaysia Univ Malaya Inst Math Sci Kuala Lumpur 50603 Malaysia
The detection of community structure plays an important role in understanding the properties and characteristics of complex networks. The label propagation algorithm (LPA) emerges as a popular community detection meth... 详细信息
来源: 评论
Graph semi-supervised soft sensor modeling based on label propagation algorithm
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MEASUREMENT SCIENCE AND TECHNOLOGY 2024年 第12期35卷 125104-125104页
作者: Gao, Shiwei Li, Tianzhen Dong, Xiaohui Northwest Normal Univ Sch Comp Sci & Engn Lanzhou 730070 Peoples R China
Data-driven soft sensor modeling methods have become prevalent in the industry. Nonetheless, the complexity of industrial processes often leads to the absence or difficulty in obtaining key labeled data, and existing ... 详细信息
来源: 评论
FLPA: A fast label propagation algorithm for detecting overlapping community structure
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EXPERT SYSTEMS WITH APPLICATIONS 2023年 第1期234卷
作者: Yan, Rong Yuan, Wei Su, Xiangdong Zhang, Ziyi Inner Mongolia Univ Coll Comp Sci Hohhot Peoples R China Inner Mongolia Key Lab Mongolian Informat Proc Tec Hohhot Peoples R China Natl & Local Joint Engn Res Ctr Intelligent Inform Hohhot Peoples R China
In complex networks, there are a huge number of overlapping community structures, and those structures have been an increasing concern in recent years. The label propagation algorithm (LPA) family is a kind of mainstr... 详细信息
来源: 评论
A low complexity nonlinearity impairment compensation scheme assisted by label propagation algorithm
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OPTICS COMMUNICATIONS 2022年 506卷 127547-127547页
作者: Li, Baokun Bai, Chenglin Xu, Hengying Yang, Lishan Sun, Weibin Yu, Xinkuo Zhao, Ruqing Zhou, Tanglei Ge, Peiyun Lv, Xiuhua Luo, Xueyuan Liaocheng Univ Sch Phys Sci & Informat Engn Liaocheng 252000 Shandong Peoples R China Shandong Prov Key Lab Opt Commun Sci & Technol Liaocheng 252000 Shandong Peoples R China
In this paper, we firstly applied label propagation algorithm (LPA) to coherent optical communication system for nonlinear impairment compensation (NLC), which could exploit the relationship among constellation points... 详细信息
来源: 评论
Graph-based label propagation algorithm for community detection
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INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS 2020年 第6期11卷 1319-1329页
作者: Yang, Gui Zheng, Wenping Che, Chenhao Wang, Wenjian Shanxi Univ Sch Comp & Informat Technol Taiyuan 030006 Shanxi Peoples R China Minist Educ Key Lab Computat Intelligence & Chinese Informat Taiyuan 030006 Shanxi Peoples R China
Community detection is one of the most important topics in complex network analysis. Among a variety of approaches for detecting communities, the label propagation algorithm (LPA) is the simplest and time-efficient ap... 详细信息
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An Improved label propagation algorithm-Based Method to Develop Sectionalizing Strategies for Parallel Power System Restoration
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IEEE ACCESS 2020年 8卷 118497-118509页
作者: Huang, Shujian Li, Changcheng Li, Zhicheng Xu, Wenwen Yang, Long Guangxi Univ Sch Elect Engn Nanning 530004 Peoples R China State Grid Fujian Elect Power Co Ltd Elect Power Res Inst Fuzhou 350007 Peoples R China
The first task of parallel power system restoration is to sectionalize the blackout system into multiple subsystems. This paper applies the complex network community discovery theory into this sectionalizing problem a... 详细信息
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New label propagation algorithm with pairwise constraints
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PATTERN RECOGNITION 2020年 106卷 107411-107411页
作者: Bai, Liang Wang, Junbin Liang, Jiye Du, Hangyuan Shanxi Univ Inst Intelligent Informat Proc Taiyuan 030006 Shanxi Peoples R China Shanxi Univ Sch Comp & Informat Technol Taiyuan 030006 Shanxi Peoples R China
The label propagation algorithm is a well-known semi-supervised clustering method, which uses pre-given partial labels as constraints to predict the labels of unlabeled data. However, the algorithm has the following l... 详细信息
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