A Simple Density with Distance Based Initial Seed Selection Technique for K Means Algorithm.
Sajidha Syed AzimuddinKalyani DesikanPublished in: J. Comput. Inf. Technol. (2017)
Keyphrases
- k means
- seed selection
- expectation maximization
- experimental evaluation
- dynamic programming
- computational complexity
- recognition algorithm
- learning algorithm
- theoretical analysis
- optimal solution
- search space
- objective function
- region growing
- np hard
- optimization algorithm
- worst case
- clustering method
- detection algorithm
- computational cost
- particle swarm optimization
- high accuracy
- cost function
- significant improvement
- simulated annealing
- segmentation algorithm
- probabilistic model
- machine learning
- image processing
- genetic algorithm