Applikation des DBSCAN Clustering-Verfahrens zur Generierung von Ground-Truth Fingerabdruck-Minutien.
Sebastian AbtChristoph BuschClaudia NickelPublished in: BIOSIG (2010)
Keyphrases
- ground truth
- clustering algorithm
- clustering method
- k means
- density based clustering algorithm
- density based clustering
- data clustering
- spatial clustering
- instance level constraints
- cluster analysis
- hierarchical clustering
- unsupervised learning
- self organizing maps
- outlier detection
- database
- ground truth data
- quantitative evaluation
- human subjects
- fuzzy c means
- fuzzy clustering
- information theoretic
- data points
- spectral clustering
- face recognition
- dissimilarity measure
- categorical data
- arbitrary shape
- text clustering
- social networks
- data mining
- data sets
- supervised learning