Semi-supervised Constrained Clustering: An Expert-Guided Data Analysis Methodology.
Vid PodpecanMiha GrcarNada LavracPublished in: PRICAI (2010)
Keyphrases
- constrained clustering
- semi supervised
- data analysis
- duplicate detection
- clustering method
- constrained spectral clustering
- clustering algorithm
- pairwise constraints
- hierarchical clustering
- spectral clustering
- k means
- instance level constraints
- machine learning
- semi supervised learning
- active learning
- data processing
- labeled data
- constraint satisfaction
- data mining
- data clustering
- pairwise
- unlabeled data
- knowledge discovery
- high dimensional data
- cluster analysis
- semi supervised clustering
- cluster ensemble
- business intelligence
- dimensionality reduction
- supervised learning
- pair wise constraints
- data points