Faster unfolding of communities: speeding up the Louvain algorithm.
Vincent A. TraagPublished in: CoRR (2015)
Keyphrases
- preprocessing
- experimental evaluation
- dynamic programming
- detection algorithm
- computational complexity
- optimization algorithm
- learning algorithm
- classification algorithm
- times faster
- worst case
- computational cost
- significant improvement
- objective function
- memory efficient
- convergence rate
- recognition algorithm
- single pass
- computationally efficient
- probabilistic model
- cost function
- bayesian networks
- face recognition
- tree structure
- experimental study
- high accuracy
- memory requirements
- selection algorithm
- improved algorithm
- estimation algorithm