Information dynamics algorithm for detecting communities in networks
Emanuele MassaroAndrea GuazziniFranco BagnoliPietro LiòPublished in: CoRR (2011)
Keyphrases
- theoretical analysis
- preprocessing
- learning algorithm
- computational complexity
- prior information
- detection algorithm
- dynamic programming
- cost function
- significant improvement
- recognition algorithm
- final result
- social networks
- times faster
- gradient information
- information networks
- matching algorithm
- optimization algorithm
- expectation maximization
- high accuracy
- k means
- search space
- input data
- simulated annealing
- probabilistic model
- information sharing
- knowledge sharing
- np hard
- optimal solution
- objective function
- similarity measure