Size Matters: Cardinality-Constrained Clustering and Outlier Detection via Conic Optimization.
Napat RujeerapaiboonKilian SchindlerDaniel KuhnWolfram WiesemannPublished in: SIAM J. Optim. (2019)
Keyphrases
- outlier detection
- constrained clustering
- duplicate detection
- data cleaning
- detection algorithm
- data mining
- detect outliers
- fraud detection
- knowledge discovery
- detecting outliers
- data streams
- clustering method
- k means
- spectral clustering
- spatial outliers
- data sets
- pairwise constraints
- constraint satisfaction
- data integration
- machine learning