2013
DOI: 10.1109/stsiva.2013.6644936
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Abstract: Epilepsy represents a significant problem which reflects the existence of abnormal and hyper-synchronous discharges in large ensembles of neurons in brain structures. Despite, the epilepsy have been widely studied, its detection in incipient states is still in development. In order to solve this problem using EEG signals, a rigorous classification process have to be made. One-class classifiers are employed due their high performance under unbalanced classes and the lack of available target data from the biosi…

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