Gowri Shankar Manivannan, Karthikeyan Shanmugam, Harikumar Rajaguru, Satish V. Talawar & Rajanna Siddaiah. A Holistic Strategy of Modified Superpixel Segmentation and Randomized Adam Hyperparameter Tuning with Deep Learning Approaches for the Classification of Breast Cancer from BreakHis Images: In the Quest for Precision. International Journal of Computational Intelligence Systems, 18, 133 (2025). https://doi.org/10.1007/s44196-025-00877-6

Gowri Shankar Manivannan; Sanjoy Deb; Guruprasath J; Gunasekaran M; Vasundhara M G; Satish V Talawar, "Performance Analysis of Artificial Gorilla Troop Optimization Algorithm Features based BAT Algorithm for Ground Vibrations Detection using Different Geophone Sensors," 2025 International Conference on Data Science, Agents & Artificial Intelligence (ICDSAAI), Chennai, India, 2025, pp. 1-4, doi: 10.1109/ICDSAAI65575.2025.11011823.

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

Gowri Shankar Manivannan, Kalaiyarasi Mani, Harikumar Rajaguru & Satish V. Talawar. (2024). Detection of Alcoholic EEG signal using LASSO regression with metaheuristics algorithms based LSTM and enhanced artificial neural network classification algorithms. Sci Rep 14, 21437 (2024).

https://doi.org/10.1038/s41598-024-72926-7

N. Sushma, H.N. Suresh, Lakshmi J. Mohana, K.B. Santhosh Kumar, Experimental investigation on wireless integrated smart system for energy and water resource management in Indian smart cities, Results in Engineering, Volume 23, 2024, 102687, ISSN 2590-1230

S. Deb, G. J, Gowri Shankar Manivannan, R. R, S. S and R. S, "Performance Analysis in Blast Induced Ground Vibrations with Advanced Machine Learning Algorithm Techniques," 2024 5th International Conference on Communication, Computing & Industry 6.0 (C2I6), Bengaluru, India, 2024, pp. 1-5, doi: 10.1109/C2I663243.2024.10895049.

K. Kumaresan, K. S. Vairavel, M. Gowri Shankar, S. Sudhahar, R. Dhanasekar and M. Sudharshan, "Performance Analysis of Rabbit Algorithm with Gaussian Process Classifier for Detection of Adenocarcinoma from Lung Cancer Histopathological Images," 2024 International Conference on Computing and Intelligent Reality Technologies (ICCIRT), Coimbatore, India, 2024, pp. 1-4, doi: 10.1109/ICCIRT59484.2024.10922062.

Gowri Shankar Manivannan, K. B. Kaveri, A. R. Sinchana, S. Fathima, T. M. Sonika and D. P. Priya, "Performance Analysis of LSTM Classification Model from GLCM with Lion Optimization Algorithm Features for Melanoma Identification from Skin Cancer Images," 2024 International Conference on Computing and Intelligent Reality Technologies (ICCIRT), Coimbatore, India, 2024, pp. 1-5, doi: 10.1109/ICCIRT59484.2024.10921952.

Gowri Shankar Manivannan, S. Rajanna, K. R. Chethana, A. Firdose and N. Adithya, "Performance Analysis of Local Binary Pattern Features with Eagle Optimization Algorithm based CNN Classifier for Breast Cancer Detection from Ultrasound Images," 2024 International Conference on Computing and Intelligent Reality Technologies (ICCIRT), Coimbatore, India, 2024, pp. 138-142, doi: 10.1109/ICCIRT59484.2024.10921764.