Support vector machine and fuzzy C-mean clustering-based comparative evaluation of changes in motor cortex electroencephalogram under chronic alcoholism.
Surendra KumarSubhojit GhoshSuhash TetarwayRakesh Kumar SinhaPublished in: Medical Biol. Eng. Comput. (2015)
Keyphrases
- comparative evaluation
- fuzzy c means
- support vector machine
- fuzzy clustering
- clustering algorithm
- clustering method
- fcm algorithm
- prefrontal cortex
- image segmentation
- human brain
- feature vectors
- k means
- control system
- training data
- feature selection
- cluster analysis
- machine learning
- k nearest neighbor
- support vector
- brain signals
- hard c means
- information processing
- membership functions
- euclidean distance
- healthy subjects
- expert systems
- visual cortex
- fuzzy sets
- brain computer interface
- brain activity
- pattern recognition
- scoring methods
- similarity measure
- feature extraction
- genetic algorithm