A novel entropy method for classification of biosignals.
Andrea CasanovaValentina SavonaSergio VitulanoPublished in: ICINCO (2005)
Keyphrases
- classification accuracy
- classification method
- support vector machine svm
- objective function
- pattern recognition
- high precision
- detection method
- preprocessing
- support vector machine
- cost function
- classification algorithm
- machine learning methods
- classification scheme
- training phase
- probabilistic model
- dynamic programming
- significant improvement
- classification process
- support vector
- similarity measure
- mutual information
- accuracy rate
- information entropy
- classification procedure
- ordinal data
- feature space
- decision rules
- segmentation method
- image classification
- pattern classification
- extracted features
- machine learning
- denoising
- k means
- pairwise
- image sequences
- clustering algorithm