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Label Propagation Algorithm

Within complex networks, real networks tend to have community structure. Label propagation is an algorithm for finding communities. In comparison… 
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Jaccard index

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
Organization Network Analysis Community Detection of Graphs
2017
2017
Semi-supervised emotion lexicon expansion with label propagation and specialized word embeddings
There exist two main approaches to automatically extract affective orientation: lexicon-based and corpus-based. In this work, we… 
2016
2016
Signed Network Label Propagation Algorithm with Structural Balance Degree for Community Detection
Social networks are usually modeled as signed networks. The community detection is an important problem for the research of… 
2016
2016
Compression for Saliency Detected Images
2015
2015
Semantic Type Classification of Common Words in Biomedical Noun Phrases
Complex noun phrases are pervasive in biomedical texts, but are largely underexplored in entity discovery and information… 
2014
2014
On the relationship between Gaussian stochastic blockmodels and label propagation algorithms
The problem of community detection has received great attention in recent years. Many methods have been proposed to discover… 
2014
2014
Product Feature Mining: Semantic Clues versus Syntactic Constituents
Product feature mining is a key subtask in fine-grained opinion mining. Previous works often use syntax constituents in this task… 
2014
2014
Community Detection Using Robust Label Propagation Algorithm
Because there is so much randomness, the robustness of label propagation algorithm (LPA) is severely hampered. To reduce the… 
2013
2013
MLPA: Detecting overlapping communities by multi-label propagation approach
The identification of communities is an important step in understanding of the complex network. Comparative studies suggest that… 
2012
2012
Internet traffic identification based on community detection by label propagation
The increased capacity and availability of Internet has led to the prosperity of applications. Internet traffic characterization… 
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