Gowri Shankar Manivannan, Harikumar Rajaguru, Rajanna S & Satish V. Talawar. (2024). Cardiovascular disease detection from cardiac arrhythmia ECG signals using artificial intelligence models with hyperparameters tuning methodologies. Heliyon, Volume 10, Issue 17, 15 September 2024, e36751, 1-35. https://doi.org/10.1016/j.heliyon.2024.e36751

Paper on “ Performance Analysis of LSTM Classification Model from GLCM with optimization algorithm features for Melanoma Identification from skin cancer disease ” at International Conference on Computing and Inteliigent Reality Technologies, December, 5th and 6h 2024

Nagendra Prasad H.K, “Energy management of Renewable energy resources powered distribution storage system in grid tied micro grid” presented at 14th international conference on Advances in Computing, Control, and Telecommunication Technologies-ACT 2023.

Intelligent Rush hour management in Metro station

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

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

Gowri Shankar M; Sudhahar S; Pousia S; Gnanaprakash G; Jayaprakash S; Nalavarasu N. (2023, December). Enhancing Security in MANET through EAACK: A Novel Approach for Node Detection, Acknowledgment Validation and Routing Optimization. In 2023 4th International Conference on Communication, Computing and Industry 6.0 (C216) (pp. 1-6). IEEE. DOI: 10.1109/C2I659362.2023.10430763

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

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

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