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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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Review
2020
Review
2020
Label propagation-based approach for detecting review spammer groups on e-commerce websites
2018
2018
Semi-Supervised Learning on Data Streams via Temporal Label Propagation
We consider the problem of labeling points on a fast-moving data stream when only a small number of labeled examples are… 
Review
2018
Review
2018
Cross-domain aspect extraction for sentiment analysis: A transductive learning approach
Highly Cited
2016
Highly Cited
2016
Label propagation based semi-supervised learning for software defect prediction
Software defect prediction can automatically predict defect-prone software modules for efficient software test in software… 
Highly Cited
2013
Highly Cited
2013
LabelRank: A stabilized label propagation algorithm for community detection in networks
An important challenge in big data analysis nowadays is detection of cohesive groups in large-scale networks, including social… 
Highly Cited
2012
Highly Cited
2012
Balanced Multi-Label Propagation for Overlapping Community Detection in Social Networks
In this paper, we propose a balanced multi-label propagation algorithm (BMLPA) for overlapping community detection in social… 
Highly Cited
2011
Highly Cited
2011
Community detection using a neighborhood strength driven Label Propagation Algorithm
Studies of community structure and evolution in large social networks require a fast and accurate algorithm for community… 
Highly Cited
2011
Highly Cited
2011
Twitter Polarity Classification with Label Propagation over Lexical Links and the Follower Graph
There is high demand for automated tools that assign polarity to microblog content such as tweets (Twitter posts), but this is… 
Highly Cited
2010
Highly Cited
2010
Label propagation in video sequences
This paper proposes a probabilistic graphical model for the problem of propagating labels in video sequences, also termed the… 
Highly Cited
2010
Highly Cited
2010
Community detection via semi-synchronous label propagation algorithms
A recently introduced novel community detection strategy is based on a label propagation algorithm (LPA) which uses the diffusion… 
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