Kmeans-ICA based automatic method for ocular artifacts removal in a motorimagery classification.
Elie Bou AssiSandy RihanaMohamad SawanPublished in: EMBC (2014)
Keyphrases
- classification method
- significant improvement
- support vector machine svm
- preprocessing
- fully automatic
- support vector machine
- detection method
- classification process
- pattern classification
- similarity measure
- pattern recognition
- classification accuracy
- high quality
- benchmark data sets
- classification algorithm
- unsupervised learning
- classification scheme
- machine learning
- decision rules
- cross validation
- image classification
- mutual information
- objective function
- feature extraction
- decision trees
- machine learning methods
- feature set
- neural network
- accuracy rate
- classification procedure