Performance analysis of SVD and K-means clustering for optimization of fuzzy outputs in classification of epilepsy risk level from EEG signals

2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology ◽

10.1109/ecticon.2012.6254317 ◽

2012 ◽

Cited By ~ 1

Author(s):

R. Harikumar ◽

T. Vijayakumar ◽

M.G. Sreejith

Keyword(s):

Performance Analysis ◽

Risk Level ◽

Eeg Signals

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Performance analysis of SVD and Support Vector Machines for optimization of fuzzy outputs in classification of epilepsy risk level from EEG signals

2011 IEEE Recent Advances in Intelligent Computational Systems ◽

10.1109/raics.2011.6069404 ◽

2011 ◽

Cited By ~ 3

Author(s):

R. Harikumar ◽

T. Vijayakumar ◽

M.G. Sreejith

Keyword(s):

Support Vector Machines ◽

Performance Analysis ◽

Risk Level ◽

Support Vector ◽

Eeg Signals ◽

Vector Machines

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Performance Analysis of ApEn as a Feature Extraction Technique and Time Delay Neural Networks, Multi Layer Perceptron as Post Classifiers for the Classification of Epilepsy Risk Levels from EEG Signals

Advances in Intelligent Systems and Computing - Computational Intelligence, Cyber Security and Computational Models ◽

10.1007/978-981-10-0251-9_10 ◽

2015 ◽

pp. 89-97 ◽

Cited By ~ 3

Author(s):

Sunil Kumar Prabhakar ◽

Harikumar Rajaguru

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Time Delay ◽

Performance Analysis ◽

Extraction Technique ◽

Multi Layer Perceptron ◽

Eeg Signals ◽

Risk Levels ◽

Feature Extraction Technique

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PERFORMANCE ANALYSIS OF PATIENT SPECIFIC ELMAN-CHAOTIC OPTIMIZATION MODEL FOR FUZZY BASED EPILEPSY RISK LEVEL CLASSIFICATION FROM EEG SIGNALS

International Journal on Smart Sensing and Intelligent Systems ◽

10.21307/ijssis-2017-371 ◽

2009 ◽

Vol 2 (4) ◽

pp. 612-635 ◽

Cited By ~ 2

Author(s):

Dr.R HariKumar ◽

T. Vijayakumar

Keyword(s):

Performance Analysis ◽

Optimization Model ◽

Patient Specific ◽

Risk Level ◽

Eeg Signals

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Performance Analysis of Wavelet Transforms and Principal Components as Post Classifier for the Classification of Epilepsy Risk Levels from EEG Signals

Lecture Notes in Electrical Engineering - Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012) ◽

10.1007/978-81-322-0997-3_3 ◽

2013 ◽

pp. 25-35 ◽

Cited By ~ 1

Author(s):

R. Harikumar ◽

T. Vijaykumar ◽

C. Ganesh Babu ◽

M. G. Sreejith

Keyword(s):

Performance Analysis ◽

Principal Components ◽

Wavelet Transforms ◽

Eeg Signals ◽

Risk Levels

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Performance analysis of KNN classifier and K-means clustering for robust classification of epilepsy from EEG signals

2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET) ◽

10.1109/wispnet.2016.7566575 ◽

2016 ◽

Cited By ~ 8

Author(s):

M. Manjusha ◽

R. Harikumar

Keyword(s):

Performance Analysis ◽

Eeg Signals ◽

Robust Classification ◽

Knn Classifier

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Performance analysis of fuzzy techniques hierarchical aggregation functions decision trees and Support Vector Machine (SVM)for the classification of epilepsy risk levels from EEG signals

2011 IEEE Recent Advances in Intelligent Computational Systems ◽

10.1109/raics.2011.6069364 ◽

2011 ◽

Author(s):

R. Harikumar ◽

T. Vijaykumar ◽

C. Palanisamy

Keyword(s):

Support Vector Machine ◽

Performance Analysis ◽

Decision Trees ◽

Support Vector ◽

Eeg Signals ◽

Risk Levels ◽

Hierarchical Aggregation ◽

Aggregation Functions ◽

Fuzzy Techniques

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Analysis of SVD Neural Networks for Classification of Epilepsy Risk Level from EEG Signals

Lecture Notes in Electrical Engineering - Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012) ◽

10.1007/978-81-322-1000-9_3 ◽

2013 ◽

pp. 27-34 ◽

Cited By ~ 1

Author(s):

R. Harikumar ◽

C. Ganeshbabu ◽

M. Balasubramani ◽

P. Sinthiya

Keyword(s):

Neural Networks ◽

Risk Level ◽

Eeg Signals

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Performance analysis of deep learning CNN in classification of depression EEG signals

TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON) ◽

10.1109/tencon.2019.8929254 ◽

2019 ◽

Cited By ~ 1

Author(s):

P Sandheep ◽

S Vineeth ◽

Meljo Poulose ◽

D P Subha

Keyword(s):

Deep Learning ◽

Performance Analysis ◽

Eeg Signals

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Fuzzy techniques for classification of epilepsy risk level from EEG signals

TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region ◽

10.1109/tencon.2003.1273316 ◽

2004 ◽

Cited By ~ 12

Author(s):

R. Harikumar ◽

B.S. Narayanan

Keyword(s):

Risk Level ◽

Eeg Signals ◽

Fuzzy Techniques

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Classification of EEG Signals using Genetic Programming

10.26678/abcm.cobem2017.cob17-1839 ◽

2017 ◽

Author(s):

Marco Antonio Meggiolaro ◽

Felipe Rebelo Lopes

Keyword(s):

Genetic Programming ◽

Eeg Signals

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