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View Code? Open in Web Editor NEWA curated list of community detection research papers with implementations.
License: Creative Commons Zero v1.0 Universal
A curated list of community detection research papers with implementations.
License: Creative Commons Zero v1.0 Universal
See
for example of categorization.
Just an advice :). (I'm in trouble finding the codes in this topic, lol)
Why I can not download the paper about t-PINE: Tensor-based Predictable Node Embeddings 's matlab reference? Can you update it
I use your repo a lot, thanks for it!! :)
Just as a suggestion, it will be better to have tags instead of dividing methods by topics. Because we can have several tags in the same paper.
Tags like overlapping, node-embedding, deep-learning, gcn, tensor-based, nmf, probabilistic, semi-supervised, game-theoretic, survey, metrics, hierarchical, node-attributes, etc.
That would be really helpful I think. I can add the tags to the methods I worked on.
Thanks again for the repo.
Efficient discovery of overlapping communities in massive networks (2013) by P Gopalan and David Blei
Paper: https://www.pnas.org/content/110/36/14534
Implementation(by the author): https://github.com/premgopalan/svinet
Here are some survey papers that lists out Community Detection algorithms
Just an idea. We can tag the methods by tags like: weighted, directed, overlapping, probabilistic, etc. based on the method. Thanks.
Paper: B. Ball, B. Karrer, M.E.J. Newman, "Efficient and principled method for detecting communities in networks", Phys. Rev. E 84 (2011)
C++ implementation by the author: http://www.personal.umich.edu/~mejn/OverlappingLinkCommunities.zip
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