Ratnayake, R. M. K. L., Sumanasekara, D. M. U. P., Wickramathilaka, H. M. K. D., Godaliyadda, G. M. R. I., Herath, H. M. V. R., & Ekanayake, M. P. B. (2025). Hyperspectral unmixing with spatial context and endmember ensemble learning with attention mechanism. ISPRS Open Journal of Photogrammetry and Remote Sensing, (100086), 100086. doi:10.1016/j.ophoto.2025.100086
Ratnayake, K., Pandukabhaya, M., Sumanasekara, P., Ratnayake, U., Godaliyadda, R., Ekanayake, J., … Herath, V. (2024, December 12). Comparison of appliance signature classification methods for non-intrusive load monitoring. 2024 4th International Conference on Electrical Engineering (EECon), 78–82. Presented at the 2024 4th International Conference on Electrical Engineering (EECon), Colombo, Sri Lanka. doi:10.1109/eecon64470.2024.10841878
Pandukabhaya, M., Fonseka, T., Kulathunge, M., Godaliyadda, R., Ekanayake, P., Senanayake, C., & Herath, V. (2025). Performance benchmarking of psychomotor skills using wearable devices: An application in sport. IEEE Access: Practical Innovations, Open Solutions, 13, 25432–25445. doi:10.1109/access.2025.3536837
Bandara, A., Ratnayake, K., Dissanayake, R., Udawatte, H., Godaliyadda, R., Ekanayake, P., & Ekanayake, J. (2024). LSTM-based MPPT algorithm for efficient energy harvesting of a solar PV system under different operating conditions. Electronics, 13(24), 4875. doi:10.3390/electronics13244875
Sumanasekara, D. M. U. P., Ratnayake, R. M. K. L., Wickramathilaka, H. M. K. D., Godaliyadda, G. M. R. I., Ekanayake, M. P. B., & Herath, H. M. V. R. (2024, August 8). A detailed analysis of datasets used in HSI in the context of mixture models for unmixing. 2024 Moratuwa Engineering Research Conference (MERCon), 94, 217–222. Presented at the 2024 Moratuwa Engineering Research Conference (MERCon), Moratuwa, Sri Lanka. doi:10.1109/mercon63886.2024.10689093
Dammage, C., Ratnayake, K., Rodrigo, R., Godaliyadda, R., Ekanayake, P., & Herath, V. (2024, August 8). Comparative analysis of endmember extraction methods for lithological mapping using hyperspectral imaging. 2024 Moratuwa Engineering Research Conference (MERCon), 193–198. Presented at the 2024 Moratuwa Engineering Research Conference (MERCon), Moratuwa, Sri Lanka. doi:10.1109/mercon63886.2024.10688782
Madushan, H. M. P. S., Malshan, H. L. P., Abewickrama, K. K., Herath, H. M. V. R., Godaliyadda, R., Ekanayake, M. P. B., … Udayanga, D. (2024). Aflatoxin contamination level estimation in food using reflectance multispectral imaging based system. Journal of Agriculture and Food Research, 18(101401), 101401. doi:10.1016/j.jafr.2024.101401
Pandukabhaya, M., Fonseka, T., Kulathunge, M., Godaliyadda, R., Ekanayake, P., Senanayake, C., … Herath, V. (2024, August 8). Quality assessment of welding using regression analysis of biomechanical data. 2024 Moratuwa Engineering Research Conference (MERCon), 376–381. Presented at the 2024 Moratuwa Engineering Research Conference (MERCon), Moratuwa, Sri Lanka. doi:10.1109/mercon63886.2024.10689188
Liyanage, S., Viduranga, M., De Silva, M., Godaliyadda, R., Herath, V., Ekanayake, M. P., & Ekanayake, J. (2024, December 12).
Real world data-driven agent-based modeling for health policy insights during epidemics. 2024 6th International Conference on Advancements in Computing (ICAC), 546–551. Presented at the 2024 6th International Conference on Advancements in Computing (ICAC), Colombo, Sri Lanka. doi:10.1109/icac64487.2024.10851169
🏆 Outstanding Paper Award
Devindi, I., Liyanage, S., Jayarathna, T., Alawatugoda, J., & Ragel, R. (2024). A novel ECG compression algorithm using Pulse-Width Modulation integrated quantization for low-power real-time monitoring. Scientific Reports, 14(1), 17162. doi:10.1038/s41598-024-68022-5
Devindi, G. A. I., Dissanayake, D. M. D. R., Liyanage, S. N., Francis, F. B. A. H., Pavithya, M. B. D., Piyarathne, N. S., … Nawinne, I. (2024). Multimodal deep convolutional neural network pipeline for AI-assisted early detection of oral cancer. IEEE Access: Practical Innovations, Open Solutions, 12, 124375–124390. doi:10.1109/access.2024.3454338
Piyarathne, N. S., Liyanage, S. N., Rasnayaka, R. M. S. G. K., Hettiarachchi, P. V. K. S., Devindi, G. A. I., Francis, F. B. A. H., … Jayasinghe, R. D. (2024). A comprehensive dataset of annotated oral cavity images for diagnosis of oral cancer and oral potentially malignant disorders. Oral Oncology, 156(106946), 106946. doi:10.1016/j.oraloncology.2024.106946
Athapattu, A. D., Dassanayake, P. S. B., Nanayakkara, G. S. C., Liyanage, S. N., Devindi, G. A. I., Ragel, R., … Nawinne, I. (2024, August 8). Self-paced brain-computer interface on sensorimotor rhythms for controlling virtual objects. 2024 Moratuwa Engineering Research Conference (MERCon), 348–353. Presented at the 2024 Moratuwa Engineering Research Conference (MERCon), Moratuwa, Sri Lanka. doi:10.1109/mercon63886.2024.10688894
Dhananjaya, P., Adikari, I., Lakmali, S., Devindi, I., Liyanage, S., Wickramasinghe, M., … Nawinne, I. (2024, August 8).
EEG based brain-computer interface for inner speech classification. 2024 Moratuwa Engineering Research Conference (MERCon), 388–393. Presented at the 2024 Moratuwa Engineering Research Conference (MERCon), Moratuwa, Sri Lanka. doi:10.1109/mercon63886.2024.10688451
🏆 Outstanding Paper Award
Lakmali, S., Dhananjaya, P., Adikari, I., Devindi, I., Liyanage, S., Wickramasinghe, M., … Nawinne, I. (2024, August 8). Decoding non-motor imagery tasks with non-invasive EEG based brain-computer interface: A review. 2024 Moratuwa Engineering Research Conference (MERCon), 660–665. Presented at the 2024 Moratuwa Engineering Research Conference (MERCon), Moratuwa, Sri Lanka. doi:10.1109/mercon63886.2024.10688719
