What's in a distance? Exploring the interplay between distance measures and internal cluster validity in multi-objective clustering.
Adán José GarcíaJulia HandlPublished in: Nat. Comput. (2023)
Keyphrases
- distance measure
- cluster validity
- multi objective
- cluster analysis
- distance metric
- k means
- fuzzy c means
- euclidean distance
- cluster validation
- dissimilarity measure
- distance calculation
- distance function
- evolutionary algorithm
- clustering method
- clustering algorithm
- nearest neighbor classification
- similarity measure
- cosine similarity
- bhattacharyya distance
- kullback leibler divergence
- objective function
- dynamic time warping
- proximity measures
- genetic algorithm
- hamming distance
- kullback leibler
- data points
- decision trees
- edit distance
- query processing
- machine learning