Rough Set-Based Classification of EEG-Signals to Detect Intraoperative Awareness: Comparison of Fuzzy and Crisp Discretization of Real Value Attributes.
Michael NinglerGudrun StockmannsGerhard SchneiderOliver DresslerEberhard F. KochsPublished in: Rough Sets and Current Trends in Computing (2004)
Keyphrases
- eeg signals
- intraoperative
- fuzzy sets
- fuzzy logic
- motor imagery
- classification accuracy
- rough sets
- signal processing
- eeg data
- fuzzy numbers
- brain activity
- brain computer interface
- membership functions
- linear discriminant classifier
- fuzzy clustering
- computer assisted
- x ray
- machine learning
- pre operative
- pattern recognition
- decision trees
- rough set theory
- decision rules
- feature set
- image guided
- three dimensional
- kernel density estimators
- training set
- feature space
- patient data
- feature extraction