Statistical Mechanics of Semi-Supervised Clustering in Sparse Graphs
Greg Ver Steeg, Aram Galstyan, Armen Allahveryan
The problem of detecting modules, or clusters, in networks has recently attracted a considerable interest both in statistical physics and computer science communities. In addition to algorithmic development, recent research has addressed the feasibility of detecting clusters, assuming they are present in the network.
PDF Link: /papers/11/p853-ver_steeg.pdf
AUTHOR = "Greg Ver Steeg
and Aram Galstyan and Armen Allahveryan",
TITLE = "Statistical Mechanics of Semi-Supervised Clustering in Sparse Graphs",
BOOKTITLE = "Proceedings of the Twenty-Seventh Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-11)",
PUBLISHER = "AUAI Press",
ADDRESS = "Corvallis, Oregon",
YEAR = "2011",
PAGES = "853--853"