Adaptive particle swarm optimization algorithm based long short-term memory networks for sentiment analysis. - J. Shobana; M. Murali (J. Intell. Fuzzy Syst., 2021)

Abstractive Review Summarization based on Improved Attention Mechanism with Pointer Generator Network Model. - J. Shobana; M. Murali (Webology, 2021)

Modelling Air Pollution and Traffic Congestion Problem Through Mobile Application. - S. Amudha; J. Shobana; M. Satheesh Kumar; Chitra Perumal (IconDeepCom, 2022)

An Improved Self Attention Mechanism Based on Optimized BERT-BiLSTM Model for Accurate Polarity Prediction. - J. Shobana; M. Murali (Comput. J., 2023)

An efficient Smart Container Design Using Internet of Things and Its Applications. - Safa M; Sivasankari K; Dorathi Jeyaseeli J. D; J. Shobana; A. M. J. Muthu Kumaran; K. M. Umamaheswari (Int. J. Syst. Syst. Eng., 2024)

An efficient smart container design using the internet of things and its applications. - K. M. Umamaheswari; A. M. J. Muthu Kumaran; J. Shobana; J. D. Dorathi Jeyaseeli; K. Sivashankari; M. Safa (Int. J. Syst. Syst. Eng., 2024)

Secure 3D: Secure and Energy Efficient Localization in 3D Environment using Wireless Sensor Networks. - A. V. Kalpana; Geetha A. V.; M. S. Jagadeesh; J. Shobana (Wirel. Pers. Commun., 2024)