A Channel Selection Method for EEG Classification based on Exponentially Damped Sinusoidal Model and Stochastic Relevance Analysis.
Leonardo Duque-MuñozCarlos Guerrero-MosqueraGermán Castellanos-DomínguezPublished in: BIOSIGNALS (2013)
Keyphrases
- classification method
- statistical model
- mathematical model
- probabilistic model
- support vector machine svm
- support vector machine
- classification accuracy
- cost function
- classification models
- classification algorithm
- parameter estimation
- linear model
- prior knowledge
- similarity measure
- text classification
- selection criterion
- theoretical analysis
- sensitivity analysis
- feature set
- objective function
- linear regression
- classification process
- analytical model
- optimization method
- single channel
- pattern classification
- bp neural network
- feature selection
- selection algorithm
- machine learning methods
- cross validation
- energy function
- preprocessing
- machine learning
- model selection
- em algorithm
- input data
- relevance feedback
- feature vectors
- pairwise
- feature space
- stochastic model
- support vector
- confidence scores