Uncertainty clustering internal validity assessment using Fréchet distance for unsupervised learning.
Nestor RendonJhony H. GiraldoThierry BouwmansSusana Rodríguez-BuriticaEdison RamirezClaudia IsazaPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- unsupervised learning
- data clustering
- cluster analysis
- semi supervised
- supervised learning
- distance metric
- clustering algorithm
- self organizing maps
- minimum message length
- machine learning
- deep learning
- dimensionality reduction
- expectation maximization
- text classification
- uncertain data
- clustering method
- k means
- object recognition
- spectral clustering
- model selection
- intra cluster
- protein structure alignment
- information theoretic
- microarray
- distance function
- distance measure
- data points
- active learning
- pattern recognition
- training data
- computer vision