Dynamically Weighted Classification with Clustering to tackle non-stationarity in Brain computer Interfacing.
Sidath Ravindra LiyanageCuntai GuanHaihong ZhangKai Keng AngJian-Xin XuTong Heng LeePublished in: IJCNN (2012)
Keyphrases
- clustering algorithm
- unsupervised classification
- supervised classification
- unsupervised learning
- pattern recognition
- decision trees
- clustering analysis
- eeg signals
- classification models
- pattern classification
- classification accuracy
- k means
- classification scheme
- automatic classification
- density estimation
- text classification
- k nearest neighbour
- classification algorithm
- feature vectors
- data clustering
- unsupervised clustering
- training samples
- computer systems
- image classification
- support vector machine
- spectral clustering
- face recognition
- brain images
- feature extraction
- gene expression profiles
- support vector
- image segmentation
- training set
- human brain
- high dimensionality
- data acquisition
- class labels
- non stationary
- supervised learning
- data points