A fast and integrative algorithm for clustering performance evaluation in author name disambiguation.
Jinseok KimPublished in: Scientometrics (2019)
Keyphrases
- k means
- computationally efficient
- data clustering
- clustering method
- detection algorithm
- optimization algorithm
- dynamic programming
- times faster
- preprocessing
- theoretical analysis
- learning algorithm
- worst case
- computational cost
- computational complexity
- cluster centers
- input data
- expectation maximization
- linear programming
- simulated annealing
- cost function
- significant improvement
- data sets
- optimal solution
- clustering algorithm
- similarity measure
- density based clustering
- improved algorithm
- recognition algorithm
- hierarchical clustering
- spectral clustering
- objective function
- matching algorithm
- ant colony optimization
- search space