A novel data reduction method: Distance based data reduction and its application to classification of epileptiform EEG signals.
Kemal PolatSalih GünesPublished in: Appl. Math. Comput. (2008)
Keyphrases
- data reduction
- data compression
- data sets
- eeg signals
- classification accuracy
- reduction method
- database
- data analysis
- preprocessing
- classification rules
- extracted features
- knowledge discovery
- data structure
- high dimensional data
- high dimensionality
- genetic programming
- databases
- data mining
- machine learning
- data quality
- rough set theory
- text classification
- nearest neighbor
- fuzzy logic
- feature selection
- feature vectors
- pattern recognition