How Far Are We From Having a Satisfactory Theory of Clustering?
Shai Ben-DavidPublished in: MFCS (2016)
Keyphrases
- k means
- clustering algorithm
- clustering method
- theoretical framework
- hierarchical clustering
- decision making
- formal theory
- graph theoretic
- overlapping clusters
- unsupervised learning
- self organizing maps
- general theory
- information theoretic
- similarity function
- outlier detection
- theoretical basis
- categorical data
- information theory
- data sets
- anomaly detection
- social networks