Enhancing Classification Performance of fNIRS-BCI by Identifying Cortically Active Channels Using the z-Score Method.
Hammad NazeerNoman NaseerAakif MehboobMuhammad Jawad KhanRayyan Azam KhanUmar Shahbaz KhanYasar AyazPublished in: Sensors (2020)
Keyphrases
- classification method
- classification accuracy
- preprocessing
- pairwise
- significant improvement
- classification algorithm
- support vector machine svm
- training samples
- benchmark data sets
- pattern recognition
- classification process
- classification scheme
- feature set
- machine learning methods
- model selection
- scoring function
- detection method
- pattern classification
- computer vision
- ordinal data
- decision rules
- high accuracy
- support vector machine
- probabilistic model
- cost function
- support vector
- feature extraction
- feature selection