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S. Thomas George
S. Thomas George
Associate Professor, Biomedical Engineering, Karunya Deemed University
Verifisert e-postadresse på karunya.edu
Tittel
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År
EEG signal classification using LSTM and improved neural network algorithms
P Nagabushanam, S Thomas George, S Radha
Soft Computing 24 (13), 9981-10003, 2020
742020
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
362020
Modelling the daily reference evapotranspiration in semi-arid region of South India: A case study comparing ANFIS and empirical models
RTG del Cerro, MSP Subathra, NM Kumar, S Verrastro, ST George
Information Processing in Agriculture 8 (1), 173-184, 2021
342021
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
322020
EEG database of seizure disorders for experts and application developers
TG Selvaraj, B Ramasamy, SJ Jeyaraj, ES Suviseshamuthu
Clinical EEG and neuroscience 45 (4), 304-309, 2014
282014
Deep learning techniques for EEG signal applications–a review
D Merlin Praveena, D Angelin Sarah, S Thomas George
IETE Journal of Research, 1-8, 2020
222020
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
212019
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
202020
Eye blink count and eye blink duration analysis for deception detection
S George, MMM Pai, RM Pai, SK Praharaj
2017 International conference on advances in computing, communications and …, 2017
182017
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
172021
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
172019
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
172018
Comparative analysis between active contour and otsu thresholding segmentation algorithms in segmenting brain tumor magnetic resonance imaging
S Husham, A Mustapha, SA Mostafa, MK Al-Obaidi, MA Mohammed, ...
Journal of Information Technology Management 12 (Special Issue: Deep …, 2020
162020
Visual P300 mind-speller brain-computer interfaces: a walk through the recent developments with special focus on classification algorithms
JT Philip, ST George
Clinical EEG and neuroscience 51 (1), 19-33, 2020
162020
An effective approach to classify epileptic EEG signal using local neighbor gradient pattern transformation methods
NJ Sairamya, S Thomas George, R Balakrishnan, MSP Subathra
Australasian physical & engineering sciences in medicine 41 (4), 1029-1046, 2018
152018
An outlier detection approach on credit card fraud detection using machine learning: a comparative analysis on supervised and unsupervised learning
P Caroline Cynthia, S Thomas George
Intelligence in Big Data Technologies—Beyond the Hype, 125-135, 2021
132021
detection of parkinson’s disease from gait using neighborhood representation local binary patterns
OC Yurdakul, MSP Subathra, ST George
Biomedical Signal Processing and Control 62, 102070, 2020
132020
Automatic street light control based on vehicle detection using arduino for power saving applications
PC Cynthia, VA Raj, ST George
Int. J. Electron. Electr. Comput. Syst 6 (9), 297-295, 2017
132017
Range-based ICA using a nonsmooth quasi-Newton optimizer for electroencephalographic source localization in focal epilepsy
R Selvan, S.E., George, S.T., Balakrishnan
Neural Computation 27 (3), 628-671, 2015
132015
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, S MSP
IET Image Processing 12 (12), 2153-2162, 2018
122018
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Artikler 1–20