Electroencephalography signal classification using neural network, decision tree and ensemble bagged tree for epilepsy disease

• 主要作者: Abdul Aziz, Nur Syahirah
• 格式: Thesis
• 语言: English
• 出版: 2022
• 主题: QA Mathematics
• 在线阅读: http://eprints.utm.my/id/eprint/102291/1/NurSyahirahAbdulAzizMFS2022.pdf.pdf; http://eprints.utm.my/id/eprint/102291/; http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:149135

Epilepsy is a brain disease caused by abnormal brain activities. Machine learning algorithms are usually applied in the classification and identification of epilepsy at an early stage. This study's primary objective is to classify the Electroencephalography (EEG) signal dataset of epileptic sei...