A new algorithm for EEG feature selection using mutual information.
Mohamed A. DericheAhmed Al-AniPublished in: ICASSP (2001)
Keyphrases
- mutual information
- feature selection
- conditional mutual information
- learning algorithm
- dynamic programming
- detection algorithm
- cost function
- computational complexity
- significant improvement
- image registration
- matching algorithm
- segmentation algorithm
- expectation maximization
- objective function
- similarity measure
- experimental evaluation
- worst case
- convergence rate
- machine learning
- information gain
- feature set
- probabilistic model
- data sets
- semi supervised
- knn
- classification accuracy
- k means
- search space
- optimization algorithm
- association rules
- preprocessing
- optimal solution
- decision trees
- normalized mutual information
- information theoretic criterion