Impact of similarity measures on clustering mixed data.
Abdoulaye DiopNabil El MalkiMax ChevalierAndré PéninouOlivier TestePublished in: SSDBM (2022)
Keyphrases
- mixed data
- similarity function
- similarity measure
- data compression
- clustering algorithm
- data sets
- knn
- mixture of gaussian distributions
- k means
- neural network
- similarity assessment
- clustering method
- multiresolution
- computer vision
- mutual information
- nearest neighbor
- similarity search
- distance function
- image registration
- fuzzy clustering
- data points
- similarity measurement
- cosine similarity
- similarity computation
- pairwise