A. S. Muthanantha Murugavel

Hierarchical multi-class SVM with ELM kernel for epileptic EEG signal classification

A. S. Muthanantha Murugavel, S. Ramakrishnan · Medical & Biological Engineering & Computing · 2015 · 98 citations

Data Classification, Support Vector Machine, Classification Method +12

Epileptic seizure detection using fuzzy-rules-based sub-band specific features and layered multi-class SVM

S. Ramakrishnan, A. S. Muthanantha Murugavel · Pattern Analysis and Applications · 2018 · 35 citations

Support Vector Machine, Fuzzy Logic, Engineering +8

An Optimized Extreme Learning Machine for Epileptic Seizure Detection

A. S. Muthanantha Murugavel, S. Ramakrishnan · IAENG international journal of computer science · 2014 · 18 citations

Machine Learning, Extreme Learning Machine, Neuroinformatics +2

Lyapunov features based EEG signal classification by multi-class SVM

A. S. Muthanantha Murugavel, S. Ramakrishnan, K. Balasamy et al. · 2011 · 15 citations

Wavelet Coefficients, Engineering, Wavelet Analysis +17

Seizure Detection with Local Binary Pattern and CNN Classifier

S. Ramakrishnan, A. S. Muthanantha Murugavel, P. Sathiyamurthi et al. · Journal of Physics Conference Series · 2021 · 13 citations · Full text

Engineering, Feature Detection, Feature Extraction +18