Clustering of Complex Data-Sets Using Fractal Similarity Measures and Uncertainties.
Maximilian HoeckerKai Lars PolstererSven Dennis KüglerVincent HeuvelinePublished in: CSE (2015)
Keyphrases
- data sets
- similarity measure
- clustering method
- real world
- clustering algorithm
- high dimensional data
- complex data
- similarity function
- benchmark data sets
- k means
- self organizing maps
- outlier detection
- cluster analysis
- information theoretic
- database
- anomaly detection
- data clustering
- spectral clustering
- hierarchical clustering
- image compression
- training set
- high level
- dissimilarity measure
- fractal dimension
- similarity metrics
- cosine similarity
- high dimensional data sets