Improvement in the automatic classification of Alzheimer's disease using EEG after feature selection.
Guilherme TavaresRodrigo San-MartinJéssica N. IanofRenato AnghinahFrancisco J. FragaPublished in: SMC (2019)
Keyphrases
- automatic classification
- feature selection
- web page classification
- healthy subjects
- automatic detection
- features extraction
- text categorization
- automatically classify
- classification accuracy
- multi class
- significant improvement
- mutual information
- text classification
- feature space
- support vector
- brain computer interface
- high dimensionality
- image dataset
- selected features
- computer aided diagnosis
- early diagnosis
- information gain
- feature set
- dimensionality reduction
- feature subset
- unsupervised learning
- signal processing
- frequency band
- image database
- knn
- data analysis
- motor imagery
- disease diagnosis
- feature extraction