A Stability Based Method for Discovering Structure in Clustered Data.
Asa Ben-HurAndré ElisseeffIsabelle GuyonPublished in: Pacific Symposium on Biocomputing (2002)
Keyphrases
- synthetic data
- input data
- high accuracy
- image data
- statistical methods
- data sets
- test data
- raw data
- significant improvement
- prior knowledge
- pairwise
- graph representation
- detection method
- statistical analysis
- original data
- noisy data
- data analysis
- missing values
- missing data
- high quality
- similarity measure
- database
- user input
- training samples
- data collection
- data processing
- feature set
- data points
- dynamic programming
- xml documents
- knowledge discovery
- data sources
- cost function
- spectral clustering
- k means
- data quality
- information loss
- computational complexity
- feature selection