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U.M.M.P.K. Nawarathne

Observed names: Malithi Nawarathne, Nawarathne, Nawarathne, UMMPK, U. M. M. P. K. Nawarathne, U.M.M.P.K Nawarathne, UMMPK Nawarathne
ORCID: 0009-0002-2489-2421
Observed ORCID: 0009-0002-2489-2421
OpenAlex ID: A5092654523
Comparative Analysis of Jellyfish Classification: A Study Using YOLOv8 and Pre-trained Models
2024 · U.M.M.P.K. Nawarathne, H.M.L.S. Kumari, et al. · International Research Conference on Smart Computing and Systems Engineering (SCSE) · 10
Classification of Fungi Images Using Different Convolutional Neural Networks
2023 · U.M.M.P.K. Nawarathne, H.M.N.S. Kumari · International Conference on Information Technology Research (ICITR) · 3
Speech Emotion Recognition with Hybrid CNNLSTM and Transformers Models: Evaluating the Hybrid Model Using Grad-CAM
2025 · HMLS Kumari, UMMPK Nawarathne · International Journal of Research in Computing · 1
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A Sentiment Analysis of COVID-19 Tweets Data Using Different Word Embedding Techniques
2023 · U.M.M.P.K. Nawarathne, H.M.N.S. Kumari · International Research Conference on Smart Computing and Systems Engineering (SCSE) · 1
Differentiated Thyroid Cancer Recurrence Classification Using Machine Learning Models and Bayesian Neural Networks with Varying Priors: A SHAP-Based Interpretation of the Best Performing Model
2026 · HMNS Kumari, HMLS Kumari, et al. · International Journal of Research in Computing
Machine Learning-Based Prediction of Settled Water Turbidity for Optimizing Alum Dosage in Drinking Water Treatment
2026 · Samadhi Cooray, Dulashi Fernando, et al.
Underwater Waste Detection Using Deep Learning: A Performance Comparison of YOLOv7–10 and Faster R-CNN
2026 · Nawarathne, Kumari, et al. · International Journal of Research in Computing
Optimizing LLMs for Context-Sensitive Text Summarization: Insights from PLOS and SciSummNet
2025 · U.M.M.P.K. Nawarathne, Subodha Subasinghe, et al. · International Conference on Advancements in Computing (ICAC)
A YOLOV8 Classification Approach Using ESPCN Processed Images for Bean Leaf Disease Detection
2025 · U. M. M. P. K. Nawarathne, C. K. Walgampaya · KDU Journal of Multidisciplinary Studies
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Underwater Waste Detection Using Deep Learning A Performance Comparison of YOLOv7 to 10 and Faster RCNN
2025 · Nawarathne, UMMPK, Kumari, HMNS, et al. · arXiv (Cornell University)
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A Comparative Study in Usage of Convolutional Neural Network Models in Waste Classification
2024 · U.M.M.P.K. Nawarathne, C.K. Walgampaya
Speech Emotion Recognition with Hybrid CNN- LSTM and Transformers Models: Evaluating the Hybrid Model Using Grad-CAM
2024 · HMLS Kumari, HMNS Kumari, et al. · International Journal of Research in Computing
PDF
Machine Failure Prediction Using Multilabel Classification Methods
2024 · H.M.N.S Kumari, U.M.M.P.K Nawarathne · Journal of Advances in Engineering and Technology
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A Bayesian Approach for Raisin Data Classification
2023 · H.M.N.S. Kumari, U.M.M.P.K. Nawarathne · International Research Conference on Smart Computing and Systems Engineering (SCSE)
Works count: 14
Citation count: 15
H-index: 2
I10-index: 1
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