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 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 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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Performance analysis of wavelet transforms and morphological operator-based classification of epilepsy risk levels

EURASIP Journal on Advances in Signal Processing ◽

10.1186/1687-6180-2014-59 ◽

2014 ◽

Vol 2014 (1) ◽

Cited By ~ 2

Author(s):

Rajaguru Harikumar ◽

Thangavel Vijayakumar

Keyword(s):

Performance Analysis ◽

Wavelet Transforms ◽

Risk Levels ◽

Morphological Operator

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Fuzzy techniques and hierarchical aggregation functions decision trees for the classification of epilepsy risk levels from EEG signals

TENCON 2008 - 2008 IEEE Region 10 Conference ◽

10.1109/tencon.2008.4766545 ◽

2008 ◽

Cited By ~ 2

Author(s):

R. Sukanesh ◽

R. Harikumar

Keyword(s):

Decision Trees ◽

Eeg Signals ◽

Risk Levels ◽

Hierarchical Aggregation ◽

Aggregation Functions ◽

Fuzzy Techniques

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Performance Analysis of Morphological Operators Based Feature Extraction and SVD, Neural Networks as Post Classifier for the Classification of Epilepsy Risk Levels

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_1 ◽

2013 ◽

pp. 1-11 ◽

Cited By ~ 1

Author(s):

R. Harikumar ◽

T. Vijaykumar ◽

C. Ganesh Babu ◽

M. G. Sreejith

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Performance Analysis ◽

Morphological Operators ◽

Risk Levels

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Analysis of Fuzzy Techniques and Neural Networks (RBF&MLP) in Classification of Epilepsy Risk Levels from EEG Signals

IETE Journal of Research ◽

10.1080/03772063.2007.10876162 ◽

2007 ◽

Vol 53 (5) ◽

pp. 465-474 ◽

Cited By ~ 5

Author(s):

R Sukanesh ◽

R Harikumar

Keyword(s):

Neural Networks ◽

Eeg Signals ◽

Risk Levels ◽

Fuzzy Techniques

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Analytical Decision Making from Clinical Data-Diagnosis and Classification of Epilepsy Risk Levels from EEG Signals-A Case Study

IFMBE Proceedings - 13th International Conference on Biomedical Engineering ◽

10.1007/978-3-540-92841-6_159 ◽

2009 ◽

pp. 647-651

Author(s):

V. K. Sudhaman ◽

R. Sukanesh ◽

R. HariKumar

Keyword(s):

Decision Making ◽

Clinical Data ◽

Eeg Signals ◽

Risk Levels ◽

Diagnosis And Classification

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Fuzzy Techniques and Aggregation Operators in Classification of Epilepsy Risk Levels for Diabetic Patients Using EEG Signals and Cerebral Blood Flow

Journal of Biomaterials and Tissue Engineering ◽

10.1166/jbt.2015.1316 ◽

2015 ◽

Vol 5 (4) ◽

pp. 316-322 ◽

Cited By ~ 8

Author(s):

R. Harikumar ◽

P. Sunil Kumar

Keyword(s):

Blood Flow ◽

Cerebral Blood Flow ◽

Aggregation Operators ◽

Diabetic Patients ◽

Eeg Signals ◽

Risk Levels ◽

Fuzzy Techniques

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Genetic algorithm optimization of fuzzy pouputs for classification of epilepsy risk levels from EEG signals

Conference Record of the Thirty-Eighth Asilomar Conference on Signals, Systems and Computers, 2004. ◽

10.1109/acssc.2004.1399423 ◽

2005 ◽

Cited By ~ 1

Author(s):

R. Harikumar ◽

R. Sukanesh ◽

P.A. Bharathi

Keyword(s):

Genetic Algorithm ◽

Algorithm Optimization ◽

Eeg Signals ◽

Genetic Algorithm Optimization ◽

Risk Levels

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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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