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Reseach Article

Classification of EEG based Diseases using Data Mining

by Deepika Kundra, Babita Pandey
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 90 - Number 18
Year of Publication: 2014
Authors: Deepika Kundra, Babita Pandey
10.5120/15819-4643

Deepika Kundra, Babita Pandey . Classification of EEG based Diseases using Data Mining. International Journal of Computer Applications. 90, 18 ( March 2014), 11-15. DOI=10.5120/15819-4643

@article{ 10.5120/15819-4643,
author = { Deepika Kundra, Babita Pandey },
title = { Classification of EEG based Diseases using Data Mining },
journal = { International Journal of Computer Applications },
issue_date = { March 2014 },
volume = { 90 },
number = { 18 },
month = { March },
year = { 2014 },
issn = { 0975-8887 },
pages = { 11-15 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume90/number18/15819-4643/ },
doi = { 10.5120/15819-4643 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:11:22.186298+05:30
%A Deepika Kundra
%A Babita Pandey
%T Classification of EEG based Diseases using Data Mining
%J International Journal of Computer Applications
%@ 0975-8887
%V 90
%N 18
%P 11-15
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Brain is the most important organ of our body and it serve as centre of nervous system. It is a bioelectric generator. With neurological and psychological disordering there occur some inflammation and disruptions in the brain that lead some problems like vision loss, weakness, brain functioning, anxiety and abnormal behaviour etc. that leads to the death. In this work, J48 algorithm is deployed for the classification of EEG based diseases such as: dementia, Schizophrenia, ADHD, epilepsy and mood disorder. The results are shown in terms of, decision tree true positive rate, false positive rate and ROC curve.

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Index Terms

Computer Science
Information Sciences

Keywords

Classification data mining J48 algorithm confusion matrix ROC curve EEG based diseases.