A parallel and distributed algorithm for role discovery in large-scale social networks.
Yunpeng XiaoXingyu LuYanbing LiuPublished in: Intell. Autom. Soft Comput. (2016)
Keyphrases
- k means
- parallel implementation
- learning algorithm
- times faster
- matching algorithm
- detection algorithm
- dynamic programming
- similarity measure
- cost function
- computational complexity
- high accuracy
- input data
- improved algorithm
- objective function
- optimization algorithm
- preprocessing
- experimental evaluation
- computational cost
- search space
- social network analysis
- neural network
- optimal solution
- theoretical analysis
- computationally efficient
- expectation maximization
- particle swarm optimization
- linear programming