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

Thanushree Umesh; Rajanna Siddaiah; Gowri Shankar Manivannan; Varaprasad N L; Irengbam Thoithoi Meitei; Daniya Arfa, "Adaptive Topology Based Performance Enhancement of Solar PV Arrays Under Complex Shading Patterns," 2025 2nd International Conference on Software, Systems and Information Technology (SSITCON), Tumkur, India, 2025, pp. 1-7, doi: 10.1109/SSITCON66133.2025.11342120.

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.

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.

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

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