%0 Generic %1 citeulike:591709 %A Hastings, M. B. %D 2006 %K community %T Community Detection as an Inference Problem %U http://arxiv.org/abs/cond-mat/0604429 %X We express community detection as an inference problem of determining the most likely arrangement of communities. We then apply belief propagation and mean-field theory to this problem, and show that this leads to fast, accurate algorithms for community detection.

@misc{citeulike:591709, abstract = {We express community detection as an inference problem of determining the most likely arrangement of communities. We then apply belief propagation and mean-field theory to this problem, and show that this leads to fast, accurate algorithms for community detection.}, added-at = {2006-09-25T12:54:00.000+0200}, author = {Hastings, M. B.}, biburl = {https://www.bibsonomy.org/bibtex/274f8f223ecf17eb48210c77364580ebf/grahl}, citeulike-article-id = {591709}, eprint = {cond-mat/0604429}, interhash = {fe59f9ef2701365c4a7d31aee35a9f6e}, intrahash = {74f8f223ecf17eb48210c77364580ebf}, keywords = {community}, month = Apr, priority = {2}, timestamp = {2006-09-25T12:54:00.000+0200}, title = {Community Detection as an Inference Problem}, url = {http://arxiv.org/abs/cond-mat/0604429}, year = 2006 }