Unlocking the Power of Long Short-Term Memory Networks: A Text Classification Approach. - A. Pandiaraj; N. Ramshankar; R. Venkatesan (ICCCNT, 2023)

Thermal fish detection system using Deep learning. - N. Ramshankar; A. Pandiaraj; B. Ruthvika Reddy; Sai Sadvika Reddy; Poojitha Reddy (ICCCNT, 2023)

Reviewer reliability and XGboost whale optimized sentiment analysis for online product recommendation. - N. Ramshankar; P. M. Joe Prathap (J. Intell. Fuzzy Syst., 2023)

Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset. - N. Ramshankar; Joe Prathap P. M (Data Knowl. Eng., 2023)

Blockchain Assisted Cloud Security and Privacy Preservation using Hybridized Encryption and Deep Learning Mechanism in IoT-Healthcare Application. - K. Raju; N. Ramshankar; J. Anvar Shathik; R. Lavanya (J. Grid Comput., 2023)

Self-attention convolutional neural network optimized with Remora Optimization Algorithm for energy aware resource management in Non-orthogonal Multiple Access networks. - W. Vinil Dani; K. V. Praveen; S. Murugesan; N. Ramshankar (Int. J. Commun. Syst., 2024)

Energy-Efficient Communication Using Auto-Associative Polynomial Convolutional Neural Network in WSN. - Kanjoor Vamanan Praveen; Joe Prathap Pathrose Mary; Nagarajan Ramshankar; Sundaram Murugesan (Int. J. Commun. Syst., 2025)

Integrated deep learning and blockchain-based framework for cloud manufacturing with improved customer satisfaction. - N. Ramshankar; J. Anvar Shathik; K. Raju; S. Murugesan (Knowl. Inf. Syst., 2025)