Gowri Shankar Manivannan; Rajanna S; Thejaswini T, "Cuckoo Search Algorithm Features based Multi Kernel Support Vector Machine Performance Analysis for Detection of Battery Anomaly from Lithium-Ion Battery," 2025 3rd International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS), Erode, India, 2025, pp. 186-189, doi: 10.1109/ICSSAS66150.2025.11081291.

Gowri Shankar Manivannan; Ranjan N A; Thanmayi H S; Thejaswini D D; Nadiya Huda Khanum; Kishore B Hassan, "Fourier Transform Temporal Features based Hybrid GRU-TCN Algorithm Performance Analysis for Prediction of Multi-Region Electricity Energy Consumption," 2025 International Conference on Computational Robotics, Testing and Engineering Evaluation (ICCRTEE), Virudhunagar, India, 2025, pp. 1-5, doi: 10.1109/ICCRTEE64519.2025.11052996.

Gowri Shankar Manivannan; Satish V Talawar; Sinchana K P; Tejaswini S; Chandan H S; Ankesh N, "An Efficient Capsule Network Model Performance Analysis from Fast Fourier Transform Features for Prediction of Stator Winding Temperature in Permanent Magnet Synchronous Motor," 2025 International Conference on Computational Robotics, Testing and Engineering Evaluation (ICCRTEE), Virudhunagar, India, 2025, pp. 1-5, doi: 10.1109/ICCRTEE64519.2025.11053102.

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, 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

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

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.