Sensitivity to parameter and data variations in dimensionality reduction techniques.
Francisco J. García-FernándezMichel VerleysenJohn Aldo LeeIgnacio Díaz BlancoPublished in: ESANN (2013)
Keyphrases
- data sets
- dimensionality reduction
- training data
- image data
- database
- raw data
- prior knowledge
- high dimensional
- data sources
- data collection
- high dimensional data
- data analysis
- data points
- data structure
- high quality
- synthetic data
- missing data
- data objects
- original data
- parameter space
- data mining techniques
- knowledge discovery
- probability distribution