A fast DBSCAN clustering algorithm by accelerating neighbor searching using Groups method.
K. Mahesh KumarA. Rama Mohan ReddyPublished in: Pattern Recognit. (2016)
Keyphrases
- clustering algorithm
- clustering method
- detection method
- k means
- experimental evaluation
- high accuracy
- cost function
- high precision
- computational cost
- significant improvement
- similarity measure
- classification algorithm
- clustering quality
- spectral clustering
- neural network
- cluster analysis
- neighbor selection
- synthetic data
- optimization algorithm
- computationally efficient
- feature vectors