Classification of children with ADHD through task-related EEG recordings via Swarm-Decomposition-based Phase Locking Value.
Efstratia Ganiti-RoumeliotouIoannis ZiogasCharalampos LamprouGhada AlhusseinHessa AlfalahiAamna Al ShehhiSofia B. DiasHerbert F. JelinekThanos StouraitisLeontios J. HadjileontiadisPublished in: EMBC (2023)
Keyphrases
- pattern recognition
- classification accuracy
- decision trees
- classification method
- single trial
- training phase
- preprocessing phase
- eeg signals
- pattern classification
- class labels
- automatic classification
- text classification
- supervised learning
- motor imagery
- support vector
- machine learning
- feature selection
- learning phase
- pilot study
- sleep stage
- support vector machine svm
- support vector machine
- feature space
- feature extraction
- concurrency control
- image classification
- classification scheme
- active learning
- evolutionary algorithm
- decomposition method
- spectral features
- feature vectors
- preprocessing