Performance Comparison of Incremental K-means and Incremental DBSCAN Algorithms.
Sanjay ChakrabortyNaresh Kumar NagwaniLopamudra DeyPublished in: CoRR (2014)
Keyphrases
- incremental version
- k means
- data clustering
- clustering method
- computational cost
- incremental learning
- learning algorithm
- clustering algorithm
- data structure
- computational complexity
- incremental algorithms
- data driven
- theoretical analysis
- single pass
- center based clustering
- subspace learning algorithm
- recently developed
- self organizing maps
- data points
- social networks