Uncertainty and Utility Sampling with Pre-Clustering.
Zhixin HuangYujiang HeStephan VogtBernhard SickPublished in: IAL@PKDD/ECML (2021)
Keyphrases
- k means
- expected utility
- clustering method
- clustering algorithm
- hierarchical clustering
- utility function
- sample size
- self organizing maps
- monte carlo
- data clustering
- random sampling
- anomaly detection
- cluster analysis
- document clustering
- dissimilarity measure
- graph theoretic
- sequential decision problems
- sampled data
- sampling strategy
- data sets
- belief functions
- fuzzy clustering
- incomplete information
- unsupervised learning
- markov chain