Saranya, T., Deisy, C., & Sridevi, S. (2024). Efficient Agricultural Pest Classification using Vision Transformer with Hybrid Pooled Multihead Attention. Computers in Biology and Medicine, 108584. (Q1 / IF:7.7)
P.Priyadharshini T. Saranya Mr. M. Thangavel, Dr B. Kavitha, T.G.R. AbiramieShree., "Essentials of Cyber-Physical Systems - Application and Challenges", SHODH SARITA (UGC) Vol.7, Issue.2(II)
Abdullah, A.S., Shree, T.A., Priyadharshini, P. and Saranya, T., 2019. Algorithm and design techniques–a survey. Global Journal of Computer Science and Technology.
Subbiah, S., Anbananthen, K.S.M., Saranya Thangaraj, S., Kannan, S. and Chelliah, D., 2022. "Intrusion detection technique in wireless sensor network using grid search random forest with Boruta feature selection algorithm". Journal of Communications and Networks, 24(2), pp.264-273. (Q1 / IF: 3.9)
Saranya, T., Deisy, C., Sridevi, S. and Anbananthen, K.S.M., 2023. "A comparative study of deep learning and Internet of Things for precision agriculture". Engineering Applications of Artificial Intelligence, 122, p.106034. (Q1 / IF:8)
Conferences
Saranya, T., C. Deisy, and S. Sridevi. "Classical-Quantum Computing Model with MobileNet for Precise Pest Classification." In 2023 International Conference on Energy, Materials and Communication Engineering (ICEMCE), pp. 1-5. IEEE, 2023.
Saranya, T., Deisy, C., Sridevi, S., Muthu, K.S. and Khan, M.A., 2022, December. Performance Analysis of First Order Optimizers for Plant Pest Detection Using Deep Learning. In International Conference on Machine Learning, Image Processing, Network Security and Data Sciences (pp. 37-52). Cham: Springer Nature Switzerland. (Scopus Indexed)
T.Saranya, S.Sridevi, C.Deisy, Tran Duc Chung, M.K.A.Ahamed Khan, “Performance Analysis of Machine Learning Algorithms in Intrusion Detection System: A Review” Procedia Computer Science, Elsevier, 171 (1), pp. 1251-1260, 2020.(Scopus Indexed).
S. Sridevi et al. "Forecasting Of Time Series Data Using Fuzzy Based Multi-Granular Model", 2019, Global Conference on Flexible System Management, held at IIT Roorkee.
Books
Thangavel, M., TGR, A.S., Priyadharshini, P. and Saranya, T., 2022. Book Chapter "Review on machine and deep learning applications for cyber security". In Research Anthology on Machine Learning Techniques, Methods, and Applications (pp. 1143-1164). IGI Global.
Abdullah, A.S., Parkavi, R., Saranya, T., Priyadharshini, P. and Ansari, A., 2022. Book Chapter "Data Analytics and Its Applications in Cyber-Physical Systems". Cyber-Physical Systems and Industry 4.0: Practical Applications and Security Management, p.115.
Other Achievements
Reviewer for Engineering Applications of Artificial Intelligence (Q1/ IF:7.8), Elsevier.
Reviewer for International Journal of Communication Systems (Q2), John Wiley and Sons Ltd.
Reviewer for International Journal of Distributed Sensor Networks (Q2), Taylor & Francis.
Reviewer for International Journal of Artificial Intelligence (Q2), IAES.
Reviewer for Indonesia Journal of Electrical Engineering and Computer Science (Q3), IAES.
Reviewer for Applied Computing and Informatics (Q1), Emerald Publisher.
Was nominated as Treasurer for TCE ACM Women chapter, during 2018-2019.
Won First prize in the National Level Paper presentation held at Latha Mathavan Engineering College.
Won First prize in the National Level Technical Paper Presentation held at Anna University.
