EEG signal classification using LSTM and improved neural network algorithms P Nagabushanam, S Thomas George, S Radha Soft Computing 24 (13), 9981-10003, 2020 | 158 | 2020 |
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 | 78 | 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 | 65 | 2021 |
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 | 58 | 2021 |
Deep learning techniques for EEG signal applications–a review D Merlin Praveena, D Angelin Sarah, S Thomas George IETE journal of Research 68 (4), 3030-3037, 2022 | 57 | 2022 |
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 | 48 | 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 |
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 | 41 | 2020 |
Detection of ADHD from EEG signals using different entropy measures and ANN R Catherine Joy, S Thomas George, A Albert Rajan, MSP Subathra Clinical EEG and Neuroscience 53 (1), 12-23, 2022 | 40 | 2022 |
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 |
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 | 36 | 2014 |
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 | 35 | 2020 |
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 | 30 | 2020 |
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: Proceedings of …, 2021 | 27 | 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 192, 116230, 2022 | 26 | 2022 |
Lung cancer detection and classification with DGMM-RBCNN technique SR Jena, ST George, DN Ponraj Neural Computing and Applications 33 (22), 15601-15617, 2021 | 26 | 2021 |
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 | 26 | 2017 |
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, 5554-5575, 2018 | 25 | 2018 |