Classification of fNIRS data using wavelets and support vector machine during speed and force imagination.
Baolei XuYunfa FuLei MiaoZhidong WangHongyi LiPublished in: ROBIO (2011)
Keyphrases
- support vector machine
- data sets
- training data
- raw data
- feature selection
- data sources
- database
- data structure
- support vector
- image data
- data distribution
- multiscale
- pattern recognition
- data analysis
- missing data
- knowledge discovery
- data collection
- data processing
- input data
- signal processing
- feature space
- decision trees
- multi class
- supervised learning
- machine learning
- image processing
- data points
- classification accuracy
- training samples
- classification algorithm
- feature extraction