NEWS

S.Lakshmi Priya, Assistant Professor in the Department of Computer Science and Engineering received her B.E (IT) degree First class with distinction from Bannari Amman Institute of Technology, Sathyamangalam and M.E.(CSE) degree First class with distinction from Sri Venkateswara College of Engineering, Sriperumpudur. She has received University ninth rank in her post graduation degree from Anna University. She has obtained her Ph.D. degree from Anna University by defending the thesis titled “Hyperparameter tuning using Adaptive Bayesian Contextual Hyperband for Time Series Forecasting”.

She has more than 10 years of teaching experience. She has guided UG and PG projects in areas of Machine Learning and Data Analytics.  She has also attended several faculty development programmes and have conducted workshops. She is a member of IEEE.

Her research interests include Big Data Analytics, Machine Learning, Probabilistic models and Deep Learning.

Areas of Research

Data Analytics, Machine Learning

Selected Publications

1. Swaminatha Rao, Lakshmi Priya, Jaganathan, Suresh, Giri, Sharan, Murugan, Snehapriya, Sankaran, Vaibhav. (2024). Effects of Exogenous Factors and Bayesian-Bandit Hyperparameter Optimization in Traffic Forecast Analysis. In: Lanka, S., Sarasa-Cabezuelo, A., Tugui, A. (eds) Trends in Sustainable Computing and Machine Intelligence. ICTSM 2023. Algorithms for Intelligent Systems. Springer pp.123-138.https://doi.org/10.1007/978-981-99-9436-6_9
2. Swaminatha Rao, Lakshmi Priya, Jaganathan, Suresh. (2024). Hyperparameter Optimization Using Budget-Constrained BOHB for Traffic Forecasting. In: Das, S., Saha, S., Coello, C.A.C., Rathore, H., Bansal, J.C. (eds) Advances in Data-Driven Computing and Intelligent Systems. ADCIS 2023. Lecture Notes in Networks and Systems, vol 890. Springer, Singapore. https://doi.org/10.1007/978-981-99-9531-8_18
3. Swaminatha Rao, Lakshmi Priya, and Suresh Jaganathan. “Intelligent short term traffic forecasting using deep learning models with Bayesian contextual hyperband tuning.” Computational Intelligence (2022).
4. Lakshmi Priya, S., Namitha, K., Kumar, N. M., & Vengateshwaran, N. N. (2019). Information hiding using LSB replacement technique and adaptive image fusion. International Journal of Computer Aided Engineering and Technology, 11(2), 184-195.
5. Lakshmi Priya, S., Anguselvi.S (2015). A hybrid technique for aytomatic classification of MRI brain images. Australian Journal of Basic and Applied Sciences, 9(33), 385-391.
6. Lakshmi Priya, S., Godcy W. (2014). Face Recognition using Contour-based Multiscale Distance Matrix. International Journal of Emerging Technology and Advanced Engineering, 4(2), 167-172.

Funded Projects

1. Storage and processing of streaming data for smart meter application, Budget: 31 L
2. QR code based smart trolley system for shopping malls
3. IoT-Enabled locker system with App intervention for smart campus
4. Smart TV add-on system for child eye safety

Professional Bodies

IEEE

Google Scholar :

https://scholar.google.com/citations?user=NnTS_mcAAAAJ&hl=en

LinkedIn :

https://www.linkedin.com/in/lakshmi-priya-swaminatha-rao-42b155174/