Lecturer (Probationary)

Ms. Sandamini Neththikumara

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Ms. Sandamini Neththikumara
Lecturer (Probationary)
MSc. in Computing (Wrexham Glyndwr University, UK), MSc. in Industrial Mathematics (USJ), BSc. in Physical Science (UoK)

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Academic Qualifications

  • Master of Science in Computing, Wrexham Glyndwr University, United Kingdom.
  • Master of Science in Industrial Mathematics, University of Sri Jayewardenepura, Sri Lanka.
  • Bachelor of Science in Physical Science, University of Kelaniya, Sri Lanka.

Research Publications

  • Neththikumara, S. (October 2025), “Recent Results of Machine Learning in Predicting Student Performance: A Systematic Literature Review”, Accepted for presentation IEEE Digital Education and MOOCS Conference - Boca Raton, Florida, USA.
  • Neththikumara, S. (October 2025), “Accelerating Innovation-Based Learning with Low-Cost Hardware for Full-Stack IoT Development”, Accepted for presentation IEEE Digital Education and MOOCS Conference - Boca Raton, Florida, USA.
  • Neththikumara, S. (August 2025), “Resource-Conscious Predictive Load Balancing (RCP LB) for Single Board Computers (SBC) using Support Vector Machines (SVM)”, accepted for presentation at SIPCOV 2025 - India.
  • Neththikumara, S. (2025), “Deep Learning-Based Detection of Cucumber Diseases in Sri Lankan Agriculture”, Accepted for icSoftComp2025.
  • Neththikumara, S. (2025), “Light-Weight Real-Time Anomaly Detection in Telecommunication Network Traffic for Edge Devices Using Machine Learning”, Accepted for icSoftComp2025.
  • Neththikumara, S. (2025), “A Federated Graph Neural Network Approach for Intrusion Detection in 5G Network”, Accepted for SLAAI-ICAI 2025.
  • Neththikumara, S. (2025), “Machine Learning Approaches for Analyzing and Predicting Concurrent Delays in Construction”, Preprint available: https://doi.org/10.21203/rs.3.rs-6125612/v1