Classification of epileptic EEG signals using PSO based artificial neural network and tunable-Q wavelet transform ST George, MSP Subathra, NJ Sairamya, L Susmitha, MJ Premkumar Biocybernetics and Biomedical Engineering 40 (2), 709-728, 2020 | 85 | 2020 |
Hybrid Approach for Classification of Electroencephalographic Signals Using Time–Frequency Images With Wavelets and Texture Features NJ Sairamya, L Susmitha, ST George, MSP Subathra Intelligent Data Analysis for Biomedical Applications, 253-273, 2019 | 77 | 2019 |
Detection of Focal and Non-Focal Electroencephalogram Signals Using Fast Walsh-Hadamard Transform and Artificial Neural Network MSP Subathra, MA Mohammed, MS Maashi, B Garcia-Zapirain, ... Sensors 20 (17), 4952, 2020 | 66 | 2020 |
Automated Epileptic Seizure Detection in Pediatric Subjects of CHB-MIT EEG Database—A Survey J Prasanna, MSP Subathra, MA Mohammed, R Damaševičius, ... Journal of Personalized Medicine 11 (10), 1028, 2021 | 63 | 2021 |
Detection and Classification of Diseases of Banana Plant Using Local Binary Pattern and Support Vector Machine A Aruraj, A Alex, MSP Subathra, NJ Sairamya, ST George, SEV Ewards 2019 2nd International Conference on Signal Processing and Communication …, 2019 | 47 | 2019 |
A Novel Islanding Detection Technique for a Resilient Photovoltaic-Based Distributed Power Generation System Using a Tunable-Q Wavelet Transform and an Artificial Neural Network SA Kumar, MSP Subathra, NM Kumar, M Malvoni, NJ Sairamya, ... Energies 13 (16), 4238, 2020 | 42 | 2020 |
A new approach for automatic detection of focal EEG signals using wavelet packet decomposition and quad binary pattern method NJ Sairamya, MSP Subathra, ES Suviseshamuthu, ST George Biomedical Signal Processing and Control 63, 102096, 2021 | 37 | 2021 |
Automatic Identification of Schizophrenia Using EEG Signals Based on Discrete Wavelet Transform and RLNDiP Technique with ANN NJ Sairamya, MSP Subathra, ST George Expert Systems with Applications, 116230, 2021 | 25 | 2021 |
Detection of epileptic EEG signal using improved local pattern transformation methods NJ Sairamya, ST George, DN Ponraj, MSP Subathra Circuits, Systems, and Signal Processing 37 (12), 5554-5575, 2018 | 25 | 2018 |
Performance evaluation of discrete wavelet transform, and wavelet packet decomposition for automated focal and generalized epileptic seizure detection NJ Sairamya, MJ Premkumar, ST George, MSP Subathra IETE Journal of Research 67 (6), 778-798, 2021 | 23 | 2021 |
Classification of EEG signals for detection of epileptic seizure activities based on feature extraction from brain maps using image processing algorithms SN Jothiraj, TG Selvaraj, B Ramasamy, NP Deivendran, MSP Subathra IET Image Processing 12 (12), 2153-2162, 2018 | 19 | 2018 |
An effective approach to classify epileptic EEG signal using local neighbor gradient pattern transformation methods NJ Sairamya, ST George, R Balakrishnan, MSP Subathra Australasian physical & engineering sciences in medicine 41 (4), 1029-1046, 2018 | 18 | 2018 |
Computer-Aided Diagnosis of Epilepsy Based on the Time-Frequency Texture Descriptors of EEG Signals Using Wavelet Packet Decomposition and Artificial Neural Network NJ Sairamya, ST George, MSP Subathra, NM Kumar Cognitive Informatics and Soft Computing, 677-688, 2019 | 10 | 2019 |
Detection of focal epilepsy in brain maps through a novel pattern recognition technique EC Dominguez, MSP Subathra, NJ Sairamya, ST George Neural Computing and Applications 32 (14), 10143-10157, 2020 | 8 | 2020 |
Automated Detection of Epileptic Seizure Using Histogram of Oriented Gradients for Analysing Time Frequency Images of EEG Signals NJ Sairamya, ST George, DN Ponraj, MSP Subathra International Conference on Next Generation Computing Technologies, 932-943, 2017 | 8 | 2017 |
EEG-based classification of normal and seizure types using relaxed local neighbour difference pattern and artificial neural network NJ Sairamya, MSP Subathra Knowledge-Based Systems, 108508, 2022 | 6 | 2022 |
Automated artifact rejection using ica and image processing algorithms RCMP Gilberet, RS Roy, NJ Sairamya, DN Ponraj, ST George 2017 International Conference on Signal Processing and Communication (ICSPC …, 2017 | 5 | 2017 |
Classification of Non-focal and Focal EEG signals using Local Binary Pattern J Prasanna, NJ Sairamya, ST George, CR Vinutha, MSP Subathra 2019 International Conference on Computer Communication and Informatics …, 2019 | 4 | 2019 |
Automatic Epileptic Seizure Classification using MODWT and SVM J Prasanna, GS Thomas, MSP Subathra, NJ Sairamya 2019 2nd International Conference on Signal Processing and Communication …, 2019 | 2 | 2019 |
Classification of normal. focal, and generalized EEG signals using EMD and ANN CR Vinutha, J Prasanna, ST George, NJ Sairamya, MSP Subathra 2019 International Conference on Computer Communication and Informatics …, 2019 | 2 | 2019 |