Recent methods for dimensionality reduction: A brief comparative analysis.
Diego Hernán Peluffo-OrdóñezJohn Aldo LeeMichel VerleysenPublished in: ESANN (2014)
Keyphrases
- comparative analysis
- dimensionality reduction
- recent developments
- probabilistic model
- computational cost
- machine learning methods
- pattern recognition
- preprocessing
- high dimensional
- significant improvement
- fusion scheme
- benchmark datasets
- semi quantitative
- data sets
- pattern recognition and machine learning
- qualitative and quantitative
- high dimensionality
- computationally expensive
- machine learning algorithms
- principal component analysis
- multi class
- pairwise