Improved Parallelization of an Image Segmentation Bio-Inspired Algorithm. - Javier Carnero; Hepzibah A. Christinal; Daniel Díaz-Pernil; Raúl Reina-Molina; M. S. P. Subathra (SocProS, 2012)

On the benefits of Laplace samples in solving a rare event problem using cross-entropy method. - S. Easter Selvan; M. S. P. Subathra; Hepzibah A. Christinal; Umberto Amato (Appl. Math. Comput., 2013)

A Hybrid With Cross-Entropy Method and Sequential Quadratic Programming to Solve Economic Load Dispatch Problem. - M. S. P. Subathra; S. Easter Selvan; T. Aruldoss Albert Victoire; Hepzibah A. Christinal; Umberto Amato (IEEE Syst. J., 2015)

Detection of Epileptic EEG Signal Using Improved Local Pattern Transformation Methods. - Sairamya Nanjappan Jothiraj; Thomas George Selvaraj; Narain Ponraj Deivendran; M. S. P. Subathra (Circuits Syst. Signal Process., 2018)

Classification of EEG signals for detection of epileptic seizure activities based on feature extraction from brain maps using image processing algorithms. - Sairamya Nanjappan Jothiraj; Thomas George Selvaraj; Balakrishnan Ramasamy; Narain Ponraj Deivendran; M. S. P. Subathra (IET Image Process., 2018)

Detection of Parkinson's Disease from gait using Neighborhood Representation Local Binary Patterns. - Ogul Can Yurdakul; M. S. P. Subathra; S. Thomas George (Biomed. Signal Process. Control., 2020)

Detection of focal epilepsy in brain maps through a novel pattern recognition technique. - Eric Ceballos Dominguez; M. S. P. Subathra; Sairamya Nanjappan Jothiraj; S. Thomas George (Neural Comput. Appl., 2020)

Detection of Focal and Non-Focal Electroencephalogram Signals Using Fast Walsh-Hadamard Transform and Artificial Neural Network. - Prasanna J.; M. S. P. Subathra; Mazin Abed Mohammed; Mashael S. Maashi; Begonya Garcia-Zapirain; Sairamya Nanjappan Jothiraj; S. Thomas George (Sensors, 2020)

A new approach for automatic detection of focal EEG signals using wavelet packet decomposition and quad binary pattern method. - Sairamya Nanjappan Jothiraj; M. S. P. Subathra; Suviseshamuthu Easter Selvan; S. Thomas George (Biomed. Signal Process. Control., 2021)

Automatic identification of schizophrenia using EEG signals based on discrete wavelet transform and RLNDiP technique with ANN. - Sairamya Nanjappan Jothiraj; M. S. P. Subathra; S. Thomas George (Expert Syst. Appl., 2022)

EEG-based classification of normal and seizure types using relaxed local neighbour difference pattern and artificial neural network. - Sairamya Nanjappan Jothiraj; M. S. P. Subathra; S. Thomas George (Knowl. Based Syst., 2022)

Intramuscular EMG classifier for detecting myopathy and neuropathy. - Shobha Jose; Thomas George Selvaraj; Kenneth Samuel; Jobin T. Philip; Sairamya Nanjappan Jothiraj; Subathra Muthu Swamy Pandian; Vikram Shenoy Handiru; Suviseshamuthu Easter Selvan (Int. J. Imaging Syst. Technol., 2023)

Enhanced Local Pattern Transformation Based Feature Extraction for Identification of Parkinson's Disease Using Gait Signals. - P. Klinton Amaladass; M. S. P. Subathra; S. Jeba Priya; Mahima Sivakumar (SN Comput. Sci., 2023)

Nine novel ensemble models for solar radiation forecasting in Indian cities based on VMD and DWT integration with the machine and deep learning algorithms. - Mahima Sivakumar; S. Jeba Priya; S. Thomas George; M. S. P. Subathra; Rajasundrapandiyan Leebanon; Nallapaneni Manoj Kumar (Comput. Electr. Eng., 2023)

Detection of neurodegenerative diseases using hybrid MODWT and adaptive local binary pattern. - Prasanna J.; S. Thomas George; M. S. P. Subathra (Neural Comput. Appl., 2024)

Automated Parkinson's Disease Diagnosis Using Decomposition Techniques and Deep Learning for Accurate Gait Analysis. - S. Jeba Priya; C. Anand Deva Durai; M. S. P. Subathra; S. Thomas George; Andrew Jeyabose (IEEE Access, 2025)

An effective multi-modality analysis for stress classification: A signal-to-image conversion using local pattern techniques. - L. Susmitha; A. Shamila Ebenezer; S. Jeba Priya; M. S. P. Subathra; S. Thomas George; Geno Peter; Albert Alexander Stonier (Comput. Biol. Medicine, 2025)

A fusion wavelet-based binary pattern approach for enhanced electroencephalogram signal classification. - Ananthi A; M. S. P. Subathra; S. Thomas George; Geno Peter; Albert Alexander Stonier; Sairamya Nanjappan Jothiraj (Comput. Electr. Eng., 2025)

Automatic Epilepsy Seizure Classification Using EEG Signals Based on the CNN-LSTM Model. - C. Ruth Vinutha; M. S. P. Subathra; S. Thomas George; Geno Peter; Albert Alexander Stonier; Sairamya Nanjappan Jothiraj; Prasanna J.; Vivekananda Ganji (IET Signal Process., 2025)

High-Impedance Fault Detection in Electric Power Distribution Network Using Local Pattern Transformation Methods and Bidirectional Long Short-Term Memory. - Rini Varghese P; M. S. P. Subathra; S. Thomas George; Geno Peter; Albert Alexander Stonier; Sairamya Nanjappan Jothiraj; Ananthi A; Vivekananda Ganji (J. Electr. Comput. Eng., 2025)