Effects of Data Reduction when using Gaussian Mixture Models in Unidimensional Biometric Signals.
Paloma Tirado-MartinRaul Sánchez-ReilloJongwon ParkPublished in: ICCST (2018)
Keyphrases
- data reduction
- data compression
- instance selection
- preprocessing
- data analysis
- feature selection
- feature extraction
- knowledge discovery
- data mining
- model selection
- classification rules
- representative subset
- classification accuracy
- rough set theory
- pattern recognition
- high dimensionality
- biometric systems
- databases
- computational complexity
- high quality
- computational intelligence
- rough sets
- singular value decomposition
- face recognition
- genetic algorithm