Live Demonstration: Prefrontal Mental Task Classification through a Wearable Near-infrared Spectroscopy System.
Shaoyang CuiCheng ChenXiangao QiYizhen WenJian ZhaoGuoxing WangPublished in: BioCAS (2019)
Keyphrases
- pattern recognition
- machine learning methods
- classification systems
- decision trees
- support vector
- svm classifier
- support vector machine
- support vector machine svm
- human computer interaction
- quantitative analysis
- classification accuracy
- classification algorithm
- class labels
- text classification
- image classification
- feature vectors
- training data
- classification method
- decision rules
- pattern classification
- automatic classification
- classification process
- benchmark datasets
- unsupervised learning
- feature extraction
- infrared
- model selection
- supervised learning
- training set
- feature space
- classification rules
- preprocessing
- principal components
- video sequences
- ubiquitous computing
- gesture recognition
- feature selection
- real time