EEG machine learning with Higuchi fractal dimension and Sample Entropy as features for successful detection of depression.
Milena CukicDavid D. PokrajacMiodrag StokicSlobodan SimicVlada RadivojevicMilos LjubisavljevicPublished in: CoRR (2018)
Keyphrases
- fractal dimension
- machine learning
- fractal dimensions
- texture analysis
- false positives
- fractal geometry
- box counting
- feature space
- feature vectors
- classification accuracy
- fractal analysis
- feature selection
- physiological signals
- multiscale
- feature extraction
- gabor filters
- logistic regression
- signal processing
- binary features
- co occurrence
- pattern recognition