An improved density peaks clustering algorithm based on the generalized neighbors similarity.
Xuan YangFuyuan XiaoPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- clustering algorithm
- arbitrary shape
- similarity measure
- density based clustering algorithm
- nearest neighbor
- euclidean distance
- hough transform
- cluster validation
- density function
- data mining
- cluster analysis
- distance metric
- k means
- dense regions
- mixed data
- similarity metric
- fuzzy clustering
- fuzzy c means
- similarity function
- document clustering
- user defined
- distance measure
- edit distance
- high efficiency
- structural similarity
- similarity matrix
- hierarchical clustering algorithm
- density based clustering
- information retrieval