SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation.
Ekaterina MikhayletsAlexandra M. RazorenovaVsevolod ChernyshevNikolay SyrovLev YakovlevJulia BoytsovaElena KokurinaYulia ZhironkinaSvyatoslav MedvedevAlexander KaplanPublished in: Frontiers Neuroinformatics (2023)
Keyphrases
- data driven
- experimental evaluation
- detection algorithm
- learning algorithm
- recognition algorithm
- objective function
- computational complexity
- preprocessing
- discriminant analysis
- segmentation algorithm
- np hard
- linear programming
- times faster
- theoretical analysis
- expectation maximization
- cost function
- significant improvement
- active learning
- improved algorithm
- similarity measure
- search space
- k means
- matching algorithm
- detection method
- clustering method
- dynamic programming
- particle swarm optimization
- data sets
- optimization algorithm
- cluster analysis
- computational cost
- high accuracy