An Empirical Seed Initialization Idea for K-Means Algorithm Inspired by CLIQUE Algorithm.
Alok ChakrabartyPublished in: ICIT (2017)
Keyphrases
- k means
- improved algorithm
- experimental evaluation
- detection algorithm
- preprocessing
- times faster
- matching algorithm
- expectation maximization
- convergence rate
- significant improvement
- cost function
- worst case
- learning algorithm
- classification algorithm
- data clustering
- semi supervised
- theoretical analysis
- high accuracy
- tree structure
- segmentation method
- particle swarm optimization
- maximum likelihood
- probabilistic model
- dynamic programming
- computational complexity
- similarity measure
- clustering algorithm