A space and time efficient algorithm for SimRank computation.
Weiren YuWenjie ZhangXuemin LinQing ZhangJiajin LePublished in: World Wide Web (2012)
Keyphrases
- search space
- detection algorithm
- optimization algorithm
- dynamic programming
- space requirements
- high accuracy
- optimal solution
- computational complexity
- computationally efficient
- computational cost
- single pass
- objective function
- times faster
- clustering method
- improved algorithm
- learning algorithm
- cost function
- k means
- expectation maximization
- solution space
- significant improvement
- preprocessing
- recognition algorithm
- linear space
- convergence rate
- parameter space
- segmentation algorithm
- theoretical analysis
- random walk
- linear programming
- probabilistic model
- experimental evaluation