Improving Alcoholism Diagnosis: Comparing Instance-Based Classifiers Against Neural Networks for Classifying EEG Signal.
Shelia RahmanTanusree SharmaMufti MahmudPublished in: BI (2020)
Keyphrases
- neural network
- eeg signals
- fault diagnosis
- nearest neighbour
- obstructive sleep apnea
- knn
- extracted features
- kernel density estimators
- training data
- neuro fuzzy systems
- support vector
- decision trees
- linear classifiers
- medical diagnosis
- classification algorithm
- signal processing
- naive bayes
- pattern recognition
- artificial neural networks
- instance based learning
- training process
- model based diagnosis
- svm classifier
- sleep apnea
- neural network model
- back propagation
- training samples
- brain activity
- multilayer perceptron
- probabilistic classifiers
- neural networks and support vector machines
- event related potentials
- training set