Call for Papers:Vol.12 Issue.1

Submission
Last date		 28-Feb-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-1. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  A SURVEY ON THE CLASSIFICATION TECHNIQUES FOR SEIZURE PREDICTION FROM EEG
PaperId: :  C-1527
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 4 2017
DUI:    16.0415/IJARIIE-C-1527
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Auther NameAuther Institute
Parvathy PrathapLBSITW, Kerala, India
Aswathy Devi T.LBSITW, Kerala, India

Abstract

Electronics and Communication Engineering
Seizure, Ictal, Bayesian, Neural Network, Adaboost, Support vector Machine
Epilepsy is basically a neurological disorder which is characterized by epileptic seizures. These seizures can either be partial or generalized. Epileptic seizures are sometimes accompanied by heavy and vigorous shivering or shaking which can lead to physical injuries and unconsciousness. It can even get fatal if not properly attended. Timely Seizure prediction is important as far as the safety and health of an epileptic person is concerned. It helps in taking precautions like brain stimulation or appropriate medication before a seizure strikes a person. Here comes the relevance of an efficient and accurate seizure prediction algorithm. There are several classification techniques which can be used to predict the onset of seizure. This paper primarily focuses on a review of such available methods and their important features. Classification techniques such as the Support Vector Machines, Bayesian Classifier, Artificial Neural Networks, Adaboost, Adaptive Neuro Fuzzy Inference System etc. are being discussed here. It also discusses the pros and cons of each of them. The primary aim is to conquer a classification method which can effectively be used in predicting an ictal event. Different methods use different techniques of classification which can uniquely identify the onset of a seizure thereby reducing false positives.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Parvathy Prathap, and Aswathy Devi T.. "A SURVEY ON THE CLASSIFICATION TECHNIQUES FOR SEIZURE PREDICTION FROM EEG" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 4 2017 Page 88-95
MLA Parvathy Prathap, and Aswathy Devi T.. "A SURVEY ON THE CLASSIFICATION TECHNIQUES FOR SEIZURE PREDICTION FROM EEG." International Journal Of Advance Research And Innovative Ideas In Education 2.4(2017) : 88-95.
APA Parvathy Prathap, & Aswathy Devi T.. (2017). A SURVEY ON THE CLASSIFICATION TECHNIQUES FOR SEIZURE PREDICTION FROM EEG. International Journal Of Advance Research And Innovative Ideas In Education, 2(4), 88-95.
Chicago Parvathy Prathap, and Aswathy Devi T.. "A SURVEY ON THE CLASSIFICATION TECHNIQUES FOR SEIZURE PREDICTION FROM EEG." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 4 (2017) : 88-95.
Oxford Parvathy Prathap, and Aswathy Devi T.. 'A SURVEY ON THE CLASSIFICATION TECHNIQUES FOR SEIZURE PREDICTION FROM EEG', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, 2017, p. 88-95. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_SURVEY_ON_THE_CLASSIFICATION_TECHNIQUES_FOR_SEIZURE_PREDICTION_FROM_EEG_1527.pdf (Accessed : ).
Harvard Parvathy Prathap, and Aswathy Devi T.. (2017) 'A SURVEY ON THE CLASSIFICATION TECHNIQUES FOR SEIZURE PREDICTION FROM EEG', International Journal Of Advance Research And Innovative Ideas In Education, 2(4), pp. 88-95IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_SURVEY_ON_THE_CLASSIFICATION_TECHNIQUES_FOR_SEIZURE_PREDICTION_FROM_EEG_1527.pdf (Accessed : )
IEEE Parvathy Prathap, and Aswathy Devi T., "A SURVEY ON THE CLASSIFICATION TECHNIQUES FOR SEIZURE PREDICTION FROM EEG," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, pp. 88-95, 3 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_SURVEY_ON_THE_CLASSIFICATION_TECHNIQUES_FOR_SEIZURE_PREDICTION_FROM_EEG_1527.pdf [Accessed : ].
Turabian Parvathy Prathap, and Aswathy Devi T.. "A SURVEY ON THE CLASSIFICATION TECHNIQUES FOR SEIZURE PREDICTION FROM EEG." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 4 ().
Vancouver Parvathy Prathap, and Aswathy Devi T.. A SURVEY ON THE CLASSIFICATION TECHNIQUES FOR SEIZURE PREDICTION FROM EEG. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 2(4) : 88-95. Available from: https://ijariie.com/AdminUploadPdf/A_SURVEY_ON_THE_CLASSIFICATION_TECHNIQUES_FOR_SEIZURE_PREDICTION_FROM_EEG_1527.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
A COMPLETE COLOR NORMALIZATION METHOD ON PATHOLOGICAL IMAGESElectronics and Communication EngineeringAMAL KUMAR R.G Download
A SURVEY ON THE CLUSTERING METHODS FOR THE IDENTIFICATION OF COEXPRESSED GENESElectronics and Communication EngineeringNavya S Bhaskar Download
MICROANEURYSM DETECTION USING ACTIVE CONTOUR MODEL WITH DIABETIC RETINOPATHY SCREENINGDigital ElectronicsNayana TK Download
BRAIN TUMOR DETECTION AND EXTRACTION USING ARTIFICAL NEURAL NETWORK FROM MRI IMAGESDigital ElectronicsNeethu Ouseph C Download
A SURVEY ON THE CLASSIFICATION TECHNIQUES FOR SEIZURE PREDICTION FROM EEGElectronics and Communication EngineeringParvathy Prathap Download
SPECTROPHOTOMETRY AND SPECTROMETRY - CONCEPT AND APPLICATIONSElectronics and Communication EngineeringRenjini A Download
HUMAN-ROBOT INTERACTION USING EEG, WORLD WIDE RANGE OVER IOTElectronics and Communication EngineeringSarath P Download
A Review on Sleep Apnea Detection from ECG SignalElectronics and Communication EngineeringSoumya Gopal Download
REVERSIBLE DATA HIDING IN ENCRYPTED IMAGE WITH PREDICTION ERROR CLUSTERING AND RANDOM PERMUTATIONElectronics and Communication EngineeringSruthi K V Download
CURRENT CHALLENGES IN EFFICIENT AND EFFECTIVE VIDEO PROCESSING : QUALITY WITH SECURITYElectronics and Communication EngineeringSwetha C K Download
IOT BASED INTEGRATED SMART HEALTH CARE SYSTEM ON CLOUD COMPUTINGElectronics and Communication EngineeringNandini P Download
Brain Machine Interface – BMIElectronics and Communication EngineeringRangaiah L Download
IoT BASED MINE SAFETY SYSTEM USING WIRELESS SENSOR NETWORKElectronics and Communication EngineeringRoopashree K Download
SMART HOME ENERGY MANAGEMENT SYSTEM INCLUDING RENEWABLE ENERGY BASED ON ZIGBEEElectronics and Communication EngineeringRekha.S Download
SMART GARBAGE COLLECTION ROUTING APPLICATION USING AWS IOT AND ARDUINO BOARDElectronics and Communication EngineeringPallavi Roy Choudhury Download
1234