Gowri Shankar Manivannan, C Ganesh Babu, Harikumar Rajaguru. (2024). Amelioration of multitudinous classifiers performance with hyper-parameters tuning in elephant search optimization for cardiac arrhythmias detection. The Journal of Supercomputing, 1-77. https://doi.org/10.1007/s11227-024-06036-6

Gowri Shankar, M., Ganesh Babu, C., & Rajaguru, H. (2023). Detection of Congestive Heart Failure with Nature-Inspired Optimization and Classifiers Performance Amelioration from ECG Signals. IETE Journal of Research, 69(8), 4858-4871. https://doi.org/10.1080/03772063.2022.2088627

R Harikumar, C Ganesh Babu, M Gowri Shankar. (2023). Extreme learning machine (ELM) based performance analysis and epilepsy identification from EEG signals. IETE Journal of Research, 69(9), 6304-6314. https://doi.org/10.1080/03772063.2021.1987997

Harikumar Rajaguru, A Vigneshkumar, M Gowri Shankar. (2023). Alcoholic EEG Signal Classification Using Multi-Heuristic Classifiers with Stochastic Gradient Descent Technique for Tuning the Hyperparameters. IETE Journal of Research, 69(10), 7290-7305. https://doi.org/10.1080/03772063.2022.2163710

P. H G, B. S N, R. A, L. S N, R. S. and R. M., "Simulation Based Hybrid Solar and Wind Energy System for Standalone Application," 2024 IEEE Students Conference on Engineering and Systems (SCES), Prayagraj, India, 2024, pp. 1-6, doi: 10.1109/SCES61914.2024.10652580.

N. Sushma, H. N. Suresh, Mohana Lakshmi J, Parvathaneni Naga Srinivasu, Akash Kumar Bhoi, Paolo Barsocchi, “A unified metering system deployed for water and energy monitoring in smart city” IEEE Access, vol. 11, pp. 80429-80447, 2023 (Impact Factor of 3.9/ SCI indexed-Q1).

Gowri Shankar Manivannan, M Kalaiyarasi, Harikumar Rajaguru. (2023). Short-time fourier transform based ensemble classifiers for detection of atrial fibrillation from ECG datasets. Ratio Mathematica, 48. DOI: http://dx.doi.org/10.23755/rm.v48i0.1399

Ganesh Babu, C., Gowri Shankar, M., & Harikumar, R. (2022). Performance exploration of multiple classifiers with grid search hyperparameter tuning for detecting epileptic seizures from EEG signals. Journal of Scientific & Industrial Research, 81(07), 754-766. DOI: 10.56042/jsir.v81i07.53998

Harikumar Rajaguru, M Gowri Shankar, SP Nanthakumar, I Arul Murugan. (2023, April). Performance analysis of classifiers in detection of CVD using PPG signals. In AIP Conference Proceedings (Vol. 2725, No. 1). AIP Publishing. https://doi.org/10.1063/5.0125222

M. Gowri Shankar, C. Ganesh Babu, Harikumar Rajaguru. (2022). Classification of cardiac diseases from ECG signals through bio inspired classifiers with Adam and R-Adam approaches for hyperparameters updation. Measurement, 194, 111048. https://doi.org/10.1016/j.measurement.2022.111048