Natural similarity measures between position frequency matrices with an application to clustering.
Utz J. PapeSven RahmannMartin VingronPublished in: Bioinform. (2008)
Keyphrases
- similarity measure
- clustering method
- similarity function
- clustering algorithm
- dissimilarity measure
- spectral density
- unsupervised learning
- k means
- hierarchical clustering
- cluster analysis
- distance measure
- categorical data
- data clustering
- information theoretic
- self organizing maps
- position and orientation
- pairwise
- real world
- document clustering
- similarity computation
- similarity assessment
- normalized mutual information
- data mining tasks
- coefficient matrix
- distance metric
- fuzzy clustering
- spectral clustering
- high dimensional data
- anomaly detection
- mutual information
- image registration
- data points
- image segmentation
- website
- data mining