Ontology highlight
ABSTRACT:
SUBMITTER: Lu X
PROVIDER: S-EPMC6744415 | biostudies-literature | 2019 Sep
REPOSITORIES: biostudies-literature
Lu Xiaoyan X Szymanski Boleslaw K BK
Scientific reports 20190913 1
The stochastic block model is able to generate random graphs with different types of network partitions, ranging from the traditional assortative structures to the disassortative structures. Since the stochastic block model does not specify which mixing pattern is desired, the inference algorithms discover the locally most likely nodes' partition, regardless of its type. Here we introduce a new model constraining nodes' internal degree ratios in the objective function to guide the inference algo ...[more]