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All Projects → thangdnsf → BigCLAM-ApacheSpark

thangdnsf / BigCLAM-ApacheSpark

Licence: MIT license
Overlapping community detection in Large-Scale Networks using BigCLAM model build on Apache Spark

Programming Languages

scala
5932 projects

Labels

machine-learninglatexsparkapache-sparkcommunity-detectiongraph-mininglarge-scalegraphxscale-networksbigclam-modelbigclam

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BigCLAM-ApacheSpark

Overlapping community detection in Large-Scale Networks using BigCLAM model build on Apache Spark

Score: A+

In this thesis, I provide a general view of communities and its real life applications. I introduce BigCLAM models proposed by Yang and Leskovec (2013), a popular model is used overlapping community detection algorithm. In particular, I proposed a few methods convex optimization and implemented BigCLAM in Apache Spark is evaluated as lightning-fast cluster computing to able detect community in the large-scale networks.

Figure 1-1

Figure 1-2

Contact:[email protected]

Every comment would be appreciated.

If you want to use parts of any code of mine:

let me know and use it!

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