IJSDR
IJSDR
INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15

Issue: March 2024

Volume 9 | Issue 3

Impact factor: 8.15

Click Here For more Info

Imp Links for Author
Imp Links for Reviewer
Research Area
Subscribe IJSDR
Visitor Counter

Copyright Infringement Claims
Indexing Partner
Published Paper Details
Paper Title: Comparative study of classifiers for patient specific seizure detection
Authors Name: Hemlata Pal
Unique Id: IJSDR1903010
Published In: Volume 4 Issue 3, March-2019
Abstract: Automatic seizure detection methods basically decrease the workload of EEG monitoring units. In this study, there is considerable interest in improved offline patient specific approaches because they perform better (High sensitivity & lower false detection rate) than patient-independent ones. In this paper, we present a comparative analysis of different patient specific methods w.r.t different classification models. We consider five patient specific methods, two methods with Gaussian mixture model (GMM), next two methods with Support vector machine (SVM) and one with neural network (NN). We noted that NN based method in compare to the GMM and SVM based method had the best result applied on the same database.
Keywords: Electroencephalogram (EEG), Patient specific epileptic seizure detection, Gaussian mixture model (GMM), Support vector machine (SVM), Neural network(NN).
Cite Article: " Comparative study of classifiers for patient specific seizure detection", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.4, Issue 3, page no.46 - 49, March-2019, Available :http://www.ijsdr.org/papers/IJSDR1903010.pdf
Downloads: 000336259
Publication Details: Published Paper ID: IJSDR1903010
Registration ID:190179
Published In: Volume 4 Issue 3, March-2019
DOI (Digital Object Identifier):
Page No: 46 - 49
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631

Click Here to Download This Article

Article Preview

Click here for Article Preview







Major Indexing from www.ijsdr.org
Google Scholar ResearcherID Thomson Reuters Mendeley : reference manager Academia.edu
arXiv.org : cornell university library Research Gate CiteSeerX DOAJ : Directory of Open Access Journals
DRJI Index Copernicus International Scribd DocStoc

Track Paper
Important Links
Conference Proposal
ISSN
DOI (A digital object identifier)


Providing A digital object identifier by DOI
How to GET DOI and Hard Copy Related
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Creative Commons License
This material is Open Knowledge
This material is Open Data
This material is Open Content
Social Media
IJSDR

Indexing Partner