Wavelet transforms for feature engineering in EEG data processing: An application on Schizophrenia.
Bethany GosalaPappu Dindayal KapgatePriyanka JainRameshwar Nath ChaurasiaManjari GuptaPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- feature engineering
- data processing
- wavelet transform
- dependency parsing
- text classification
- machine learning
- natural language processing
- labeled data
- medical images
- eeg signals
- data management
- speech processing
- multiresolution
- multiscale
- low frequency
- signal processing
- brain computer interface
- data analysis
- wavelet coefficients
- high frequency
- brain activity
- eeg data
- feature selection
- subband
- information extraction
- feature extraction
- speech recognition
- functional magnetic resonance imaging
- active learning
- feature space
- brain regions
- healthy subjects
- decision trees