Expanding Applications of TinyML in Versatile Assistive Devices: From Navigation Assistance to Health Monitoring System Using Optimized NASNet-XGBoost Transfer Learning. - Sreenu Ponnada; Tan Kuan Tak; Pravin R. Kshirsagar; P. Srinivasa Rao; Abhinav Dayal (IEEE Access, 2024)

PCA-F-SHCNNet: Principal Component Analysis-Fused-Shepard Convolutional Neural Networks for lung cancer detection and severity level classification. - Sk Altaf Hussain Basha; Pravin R. Kshirsagar; P. Srinivasa Rao; Tan Kuan Tak; Sivaneasan Bala Krishnan (Biomed. Signal Process. Control., 2025)

Enhanced inter-camera person re-identification leveraging mixed-order relation-aware recurrent neural network. - Vidhyalakshmi Mk; Bhuvanesh Unhelkar; Pravin R. Kshirsagar; R. Thiagarajan (Neurocomputing, 2025)

MVHFC-Net: AI-driven multi variate hydraulic fault detection and classification network in hydraulic systems. - Rama Bhadri Raju Chekuri; Tan Kuan Tak; Pravin R. Kshirsagar; A. K. Sharma; B. Sivaneasan (Int. J. Syst. Assur. Eng. Manag., 2025)

Intelligent traffic prediction system using hybrid convolutional neural networks for smart cities. - Jeba Sonia J; Arun Kumar G; ERajesh kumar; K. Narasimha Raju; V. Sudha; Pravin R. Kshirsagar; Vineet Tirth; A. Rajaram (Multim. Tools Appl., 2025)