An Algorithm for Online K-Means Clustering.
Edo LibertyRam SriharshaMaxim SviridenkoPublished in: CoRR (2014)
Keyphrases
- k means
- computational complexity
- experimental evaluation
- dynamic programming
- detection algorithm
- experimental study
- learning algorithm
- optimization algorithm
- theoretical analysis
- probabilistic model
- computational cost
- times faster
- objective function
- classification algorithm
- memory requirements
- convergence rate
- improved algorithm
- estimation algorithm
- high accuracy
- segmentation algorithm
- simulated annealing
- preprocessing
- optimal solution
- particle swarm optimization
- data sets
- ant colony optimization
- cost function
- significant improvement
- face recognition
- feature selection
- single pass