Eng. G.M.K.B. Karunasena

Conference Papers

• G.M.K.B. Karunasena, H.D.N.S. Priyankara & B.G.D.A. Madhusanka, “Design and Development of Fuzzy Logic Controller for Magnetic Levitation System”, 3rd SLAAI-International Conference on Artificial Intelligence, Sabaragamuwa University, 2019.
• H.M.K.K.M.B. Herath , G.M.K.B. Karunasena , S.V.A.S.H. Ariyathunge, H.D.N.S. Priyankara, B.G.D.A. Madhusanka, H.M.W.T. Herath, and  U.D.C. Nimanthi, “Deep Learning Approach to Recognition of Novel COVID-19 Using CT Scans and Digital Image Processing”, 4th  SLAAI – International Conference on Artificial Intelligence, The Open University of Sri Lanka, 2020.
• H.M.K.K.M.B. Herath, S.V.A.S.H. Ariyathunge and G.M.K.B. Karunasena, “Development of a Mathematical Model to Forecast Solar Radiation and Validating Results Using Machine Learning Techniques”, 76th  Annual Sessions of Sri Lanka Association for the Advancement of Science, University of Kelaniya – Sri Lanka, 2020.

Journal Publications

• G.M.K.B. Karunasena, H.M.K.K.M.B. Herath, H.D.N.S. Priyankara & B.G.D.A. Madhusanka (2023) “Sickle Cell Disease Identification by Using Region with Convolutional Neural Networks (R-CNN) and Digital Image Processing”, Sri Lankan Journal of Applied Sciences , 1(02), pp. 01–08. Available at: https://sljoas.uwu.ac.lk/index.php/sljoas/article/view/29
• G.M.K.B. Karunasena, H.D.N.S. Priyankara, “Tea Bud Leaf Identification by Using Machine Learning and Image Processing Techniques”, International Journal of Scientific & Engineering Research, Volume 11, Issue 8, August-2020, DOI: 10.14299/ijser.2020.08.02
• G.M.K.B. Karunasena, H.D.N.S. Priyankara & B.G.D.A. Madhusanka, “Artificial Neural Network vs PID Controller for Magnetic Levitation System”, International Journal of  Innovative Science and Research Technology, Volume 5,  July-2020, DOI: 10.38124/IJISRT20JUL432
• G.M.K.B. Karunasena, H.D.N.S. Priyankara & B.G.D.A. Madhusanka, “Machine Vision Techniques for Improve Rice Grain Quality Analyzing Process”, International Journal of Innovative Science and Research Technology, Volume 5, Issue 6, June-2020, DOI: 10.38124/IJISRT20JUN691
• A. Satheesh, G.M.K.B. Karunasena, M. Warushawithana, “Power Aware Ant Colony Optimized Routing In Heterogeneous Wireless Sensor Network”, International Journal of Engineering Research and Applications, Volume 11, Issue 7, July-2021, DOI: 10.9790/9622-1107030111

Book Chapters

• H.M.K.K.M.B. Herath, G.M.K.B. Karunasena, Mamta Mittal. (2022). Monitoring the Impact of Stress on Facial Skin Using Affective Computing. In: Mittal, M., Goyal, L.M. (eds) Predictive Analytics of Psychological Disorders in Healthcare. Lecture Notes on Data Engineering and Communications Technologies, vol 128. Springer, Singapore. https://doi.org/10.1007/978-981-19-1724-0_4
• H.M.K.K.M.B. Herath, G.M.K.B. Karunasena, B.G.D.A. Madhusanka, Chapter 10 – Early detection of COVID-19 pneumonia based on ground-glass opacity (GGO) features of computerized tomography (CT) angiography, Editor(s): Akash Kumar Bhoi, Victor Hugo Costa de Albuquerque, Samarendra Nath Sur, Paolo Barsocchi, In Intelligent Data-Centric Systems, 5G IoT and Edge Computing for Smart Healthcare, Academic Press, 2022, Pages 257-277, ISBN 9780323905480, https://doi.org/10.1016/B978-0-323-90548-0.00013-9.
• Herath H.M.K.K.M.B., Karunasena G.M.K.B., Herath H.M.W.T. (2021) Development of an IoT Based Systems to Mitigate the Impact of COVID-19 Pandemic in Smart Cities. In: Ghosh U., Maleh Y., Alazab M., Pathan AS.K. (eds) Machine Intelligence and Data Analytics for Sustainable Future Smart Cities. Studies in Computational Intelligence, vol 971. Springer, Cham. https://doi.org/10.1007/978-3-030-72065-0_16
• Herath H.M.K.K.M.B., Karunasena G.M.K.B., Herath H.M.W.T., Priyankara H.D.N.S., Madushanka B.G.D.A., De Mel W.R. (2022) Integration of IoT and Fog Computing for the Development of COVID-19 Cluster Tracking System in Urban Cities. In: Kose U., Watada J., Deperlioglu O., Marmolejo Saucedo J.A. (eds) Computational Intelligence for COVID-19 and Future Pandemics. Disruptive Technologies and Digital Transformations for Society 5.0. Springer, Singapore. https://doi.org/10.1007/978-981-16-3783-4_7
• Herath H.M.K.K.M.B., Karunasena G.M.K.B., Madhusanka B.G.D.A., Priyankara H.D.N.S. (2021) Internet of Medical Things (IoMT) Enabled TeleCOVID System for Diagnosis of COVID-19 Patients. In: Agrawal R., Mittal M., Goyal L.M. (eds) Sustainability Measures for COVID-19 Pandemic. Springer, Singapore. https://doi.org/10.1007/978-981-16-3227-3_14
• Herath H.M.K.K.M.B., Karunasena G.M.K.B., Prematilake R.D.D. (2022) Computer Vision for Agro-Foods: Investigating a Method for Grading Rice Grain Quality in Sri Lanka. In: Kumar N., Shahnaz C., Kumar K., Abed Mohammed M., Raw R.S. (eds) Advance Concepts of Image Processing and Pattern Recognition. Transactions on Computer Systems and Networks. Springer, Singapore. https://doi.org/10.1007/978-981-16-9324-3_2