An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Encoders.
Scott C. LoweJoakim Bruslund HaurumSageev OoreThomas B. MoeslundGraham W. TaylorPublished in: CoRR (2024)
Keyphrases
- clustering algorithm
- synthetic datasets
- clustering method
- k means
- data mining tasks
- synthetic and real datasets
- benchmark datasets
- hierarchical clustering
- clustering approaches
- unsupervised learning
- self organizing maps
- high dimensional datasets
- data points
- outlier detection
- training dataset
- fuzzy clustering
- high dimensional
- spectral clustering
- dissimilarity measure
- categorical data
- high dimensionality
- database
- video sequences
- image sequences
- real world