Stability Comparison of Dimensionality Reduction Techniques Attending to Data and Parameter Variations.
Francisco J. García-FernándezMichel VerleysenJohn A. LeeIgnacio Díaz BlancoPublished in: VAMP@EuroVis (2013)
Keyphrases
- data sets
- dimensionality reduction
- machine learning
- statistical analysis
- high dimensional data
- data sources
- data collection
- data processing
- image data
- data points
- sensor data
- probability distribution
- complex data
- high quality
- computer vision
- computer systems
- data representation
- neural network
- raw data
- statistical methods
- data objects
- original data
- data mining techniques
- data quality
- input space
- dimensional data
- experimental data
- input data
- small number
- knowledge discovery
- end users
- high dimensional
- data structure
- data mining
- databases