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

C. Mouna, B. S. Pooja, N. Kotesha, B. K. Punith Gowda, A. Geetha Kiran and J. Mohana Lakshmi, "Development of Automated Harvest Machine for Precision Farming of Areca Nut," 2025 International Conference on Computing Technologies & Data Communication (ICCTDC), HASSAN, India, 2025, pp. 01-08, doi: 10.1109/ICCTDC64446.2025.11158830. 

M. Goutham, R. M.H, A. Zameer, G. Kiran A and M. Lakshmi J, "Multifunctional Borewell Rescue Robot for Enhanced Child Safety," 2025 International Conference on Computing Technologies & Data Communication (ICCTDC), HASSAN, India, 2025, pp. 1-6, doi: 10.1109/ICCTDC64446.2025.11158883.

Gowri Shankar Manivannan, Vasundhara M G, Chinmayee R G, Tharesh D R, Shreyas C and Ruthik J K, "Unified Approach to Detection of Induction Motor Faults from Vibration Signals using Hilbert Transform based Autoencoder Features and Hybrid Efficient Machine Learning Algorithms," 2025 International Conference on Intelligent Computing and Knowledge Extraction (ICICKE), Bengaluru, India, 2025, pp. 1-5, doi: 10.1109/ICICKE65317.2025.11136571.

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; 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. An efficient deep CNN based BiLSTM framework with RanA optimization for accurate cardiac arrhythmia detection. Sci Rep 16, 7156 (2026). https://doi.org/10.1038/s41598-026-38227-x

Hemanth S; Darshan H D; Prajwal Kumbar H M; Geetha Kiran A; Mohana Lakshmi J, "Compact, Foldable and Lightweight Electric Scooter: Scootlite," 2025 International Conference on Computing Technologies & Data Communication (ICCTDC), HASSAN, India, 2025, pp. 1-6, doi: 10.1109/ICCTDC64446.2025.11159059.

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; Ravi Kumar D; Sinchana; Spoorthi C D; Tejaswini L; Dhyana Tejas Shukla C R, "Deep Residual Networks Based Classification of Ovarian Cancer from Histopathological Images Using Bio-Inspired Metaheuristic Optimization Algorithm," 2025 2nd International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), Hassan, India, 2025, pp. 1-6, doi: 10.1109/IACIS65746.2025.11211200.