Scalable detection of statistically significant communities and hierarchies, using message passing for modularity.
Pan ZhangCristopher MoorePublished in: Proc. Natl. Acad. Sci. USA (2014)
Keyphrases
- k means
- statistically significant
- message passing
- belief propagation
- attitudes toward
- learning styles
- community detection
- statistical significance
- distributed systems
- control group
- probabilistic inference
- statistical tests
- shared memory
- approximate inference
- inference in graphical models
- pearson correlation
- factor graphs
- markov random field
- sum product algorithm
- sum product
- distributed shared memory
- matching algorithm
- graph cuts
- input image
- probabilistic model
- active learning
- pairwise
- object recognition
- learning environment
- social networks