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检索条件"主题词=Label Propagation algorithm"
65 条 记 录,以下是31-40 订阅
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Combining Graph Convolutional Neural Networks and label propagation
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ACM TRANSACTIONS ON INFORMATION SYSTEMS 2022年 第4期40卷 73-73页
作者: Wang, Hongwei Leskovec, Jure Stanford Univ Comp Sci Dept Stanford CA 94305 USA
label propagation algorithm (LPA) and Graph Convolutional Neural Networks (GCN) are both message passing algorithms on graphs. Both solve the task of node classification, but LPA propagates node label information acro... 详细信息
来源: 评论
Graph Neural Network with Neighborhood Reconnection  1
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16th International Conference on Knowledge Science, Engineering and Management (KSEM)
作者: Guo, Mengying Sun, Zhenyu Wang, Yuyi Liu, Xingwu Chinese Acad Sci Inst Comp Technol Beijing Peoples R China Univ Chinese Acad Sci Beijing Peoples R China CRRC Zhuzhou Inst Zhuzhou Peoples R China Dalian Univ Technol Sch Math Sci Dalian Peoples R China
Graph Neural Network (GNN) models have become increasingly popular for network analysis, especially in node classification tasks. However, the effectiveness of GNNs is compromised by two limitations. First, they impli... 详细信息
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Combine labeled and unlabeled data for immune detector training with label propagation
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KNOWLEDGE-BASED SYSTEMS 2022年 第0期236卷 107661-107661页
作者: Chen Wen Wang Changzhi Sichuan Univ Sch Cyber Sci & Engn Chengdu Peoples R China Zhihuiyuntian Inc Artificial Intelligence Ctr Chengdu Peoples R China
Artificial immune detectors are the basic recognition components of immune systems. Traditionally, the candidate non-self detectors are compared with the whole self training set to eliminate self reactive ones in nega... 详细信息
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Complex network theory and game theory-based partitioning decision-making of parallel restoration for resilient power grid
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FRONTIERS IN ENERGY RESEARCH 2024年 12卷
作者: Wei, Xin Pan, Lianrong Xie, Daiyu Yang, Sheng Wei, Boyao Guangxi Power Grid Dispatching Control Ctr Nanning Peoples R China
The ability of fast restoration reflects power system resilience and safety. This paper proposes a partitioning decision-making method for parallel restoration based on the label propagation algorithm and the cooperat... 详细信息
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Multiple black-start power supplies planning scheme considering partition recovery
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ELECTRIC POWER SYSTEMS RESEARCH 2023年 第PartB期215卷
作者: Zhao, Jie Liang, Yilin Fang, Yudi Weng, Yixuan Ma, Weizhe Zhang, Mingchen Li, Songhuan Wuhan Univ Sch Elect Engn & Automation Wuhan 430072 Peoples R China Shenzhen Power Co Ltd Shenzhen 518001 Peoples R China State Grid Fujian Elect Power Econ & Tech Res Inst Fuzhou 350000 Peoples R China
The number, layout and configuration of black-start power supplies will directly affect the recovery process of the power system after power outage. A scientific and reasonable black-start deployment optimization sche... 详细信息
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Analysis of pollutants transport in heavy air pollution processes using a new complex-network-based model
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ATMOSPHERIC ENVIRONMENT 2023年 292卷
作者: Chen, Mei Chen, Yongxu Zhu, Hongyu Wang, Youshuai Xie, Yue Lanzhou Jiaotong Univ Sch Elect & Informat Engn Lanzhou 730070 Peoples R China
A transport analysis model of air pollutants based on complex networks is proposed to study the spatiotemporal variation characteristics of air pollution during heavy air pollution processes and further analyze the co... 详细信息
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Library Similar Literature Screening System Research Based on LDA Topic Model
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JOURNAL OF INFORMATION & KNOWLEDGE MANAGEMENT 2024年 第5期23卷
作者: Gao, Liang Cui, Fang Zhang, Chengbo Suqian Univ Lib Suqian 223800 Peoples R China Inner Mongolia Univ Lib Hohhot 010021 Peoples R China
Science and technology are highly inheritable undertakings, and any scientific and technological worker can make good progress without the experience and achievements of predecessors or others. In the face of an ever-... 详细信息
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Community detection using a potential-based label propagation algorithm
Community detection using a potential-based label propagatio...
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2013 International Conference on Communication Technology (ICCT 2013)
作者: Lixin Shi Junxing Zhang College of Information and Communication Engineering Dalian Nationalities University
Due to nearly linear time complexity, label propagation algorithm(LPA) can be applied to large real-world networks with millions of nodes. Nevertheless, because of introduction of randomness, the robustness of algorit... 详细信息
来源: 评论
A text-based mining approach for real estate policy impact monitoring and analysis
A text-based mining approach for real estate policy impact m...
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9th IEEE International Conference on Big Data (IEEE BigData)
作者: Cao, Lei Xu, Peng Shang, Wei Chinese Acad Sci Acad Math & Syst Sci Beijing Peoples R China Vivo Mobile Commun Shenzhen Co Ltd Shenzhen Peoples R China
Text mining has been widely used in economic analysis. Besides extracting individual opinion from a single text, it is more important to accurately aggregate group opinions from mass text files. This research proposed... 详细信息
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Community Detection and Analysis in Air Pollution Complex Network Based on LPA  30
Community Detection and Analysis in Air Pollution Complex Ne...
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30th International Conference on Computer Communications and Networks (ICCCN)
作者: Lian, Jie Ding, Xin Pan, Jianguo Shanghai Normal Univ Shanghai Engn Res Ctr Intelligent Educ & Bigdata Shanghai 200234 Peoples R China
Air pollution has caused a bad effect on the natural environment and public health. With the rapid establishment of air monitoring stations and meteorological stations, the volume of air pollution data is increasing d... 详细信息
来源: 评论