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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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Papers overview

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2018
2018
Community Detection Metrics and Algorithms in Social Networks
Community detection is one of the key areas of social network analysis. There are various community detection algorithms… 
2016
2016
Ranking Node Influence in Social Networks
In the study of social networks, analyzing node influence and identifying influential nodes in social networks is of great… 
2015
2015
Label propagation based on local information with adaptive determination of number and degree of neighbor's similarity
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… 
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… 
2011
2011
Network Clustering by Advanced Label Propagation Algorithm
Real time community detection is enabled by recently proposed linear time – O(m) on a network with m edges – label propagation… 
2010
2010
Label Propagation Algorithm Based on Non-negative Sparse Representation
Graph-based semi-supervised learning strategy plays an important role in the semi-supervised learning area. This paper presents a… 
2009
2009
A Realtime Clique Detection Algorithm: Time-Based Incremental Label Propagation
Most networks will evolve with time instead of keeping unchanged in reality. Therefore, we proposed the time-based incremental… 
2008
2008
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