Performance of data resampling methods for robust class discovery based on clustering.
Ulrich MöllerDörte RadkePublished in: Intell. Data Anal. (2006)
Keyphrases
- data sets
- high dimensional data
- spectral clustering
- missing values
- statistical methods
- data reduction
- data mining methods
- data mining techniques
- data points
- data collection
- knowledge discovery
- data mining tasks
- experimental data
- data processing
- high dimensional data sets
- database
- data representations
- human experts
- raw data
- statistical significance
- data quality
- statistical tests
- categorical data
- statistical analysis
- text classification
- input data
- probability distribution
- significant improvement
- data analysis
- clustering algorithm
- data sources
- preprocessing
- training data
- similarity measure
- multidimensional data
- data mining