Benchmarks for machine learning in depression discrimination using electroencephalography signals.
Ayan SealRishabh BajpaiKarnati MohanJagriti AgnihotriAnis YazidiEnrique Herrera-ViedmaOndrej KrejcarPublished in: Appl. Intell. (2023)
Keyphrases
- machine learning
- eeg signals
- signal processing
- feature selection
- learning algorithm
- eeg data
- data mining
- explanation based learning
- inductive learning
- machine learning methods
- support vector machine
- artificial intelligence
- learning systems
- machine learning approaches
- information extraction
- machine learning algorithms
- computational biology
- knowledge representation
- knowledge acquisition
- data analysis
- learning tasks
- text classification
- natural language processing
- computer vision
- pattern recognition
- brain activity
- heart rate
- data sets
- spectral analysis
- input signals
- inductive logic programming
- semi supervised learning
- model selection
- active learning
- evolutionary algorithm
- expert systems
- computer science
- reinforcement learning
- decision trees
- real world