A New Approach on Density-Based Algorithm for Clustering Dense Areas.
Paola PerchinunnoSamuela L'AbbatePublished in: ICCSA (Workshops 1) (2022)
Keyphrases
- k means
- clustering method
- density based clustering
- experimental evaluation
- similarity measure
- optimal solution
- times faster
- preprocessing
- computational cost
- image segmentation
- dense regions
- matching algorithm
- high accuracy
- computational complexity
- clustering algorithm
- dynamic programming
- cost function
- np hard
- optimization algorithm
- detection algorithm
- hierarchical clustering
- convergence rate
- subspace clustering
- segmentation algorithm
- input data
- search space
- outlier detection
- data clustering
- recognition algorithm
- synthetic datasets
- arbitrary shape
- objective function
- worst case