Publications

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Found 6 publications.

Keywords

Artificial intelligenceFood analyticsDeep learningGlycemic indexMachine LearningCo-evolutionaryFeature SelectionRandom ForestLogistic RegressionNaïve BayesCoin ClassificationMachine VisionImage ClassificationSVMCNNKNNRFCut Order PlanGenetic AlgorithmNo Fit PolygonTextile IndustryOptimizationReinforcement LearningNature-Inspired AlgorithmsGray Wolf OptimizationExploration-ExploitationAction SelectionPolicy Optimization
2026
Journal Article

GI Meets AI: Glycemic Index in the Age of AI, Computational Break-throughs

Future Technology Journal (Q3 Journal)

N.H. Wanigasingha*, W.G.L. Harshini*, M.K.A. Ariyaratne*, T.G.I. Fernando*, U. Dikwatta*, U.S. Samarasinghe‡
* Department of Computer Science, Faculty of Applied Sciences, University of Sri Jayewardenepura, Sri Lanka
‡ Department of Information Technology, Faculty of Management Science, University of Sri Jayewardenepura, Sri Lanka
2026
Journal Article

Optimizing Human-Robot Interaction: An Analysis of Robot Action Effectiveness in Different Spatial Regions

Vidyodaya Journal of Science

D. A. A. Deepal*, N.H. Wanigasingha*, M. K. A. Ariyaratne*, P. R. S. De Silva*
* Department of Computer Science, Faculty of Applied Sciences, University of Sri Jayewardenepura, Sri Lanka
2025
Conference Proceedings

A Comparative Study on Nature-Inspired Algorithms Finding Optimal Policies in Reinforcement Learning

9th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI), Colombo, Sri Lanka. (IEEE)

A.D. Hiruni Dasunika*, N.H. Wanigasingha*, U.S. Samarasinghe‡, M.K.A. Ariyaratne*
* Department of Computer Science, Faculty of Applied Sciences, University of Sri Jayewardenepura, Sri Lanka
‡ Department of Information Technology, Faculty of Management Sciences, University of Sri Jayewardenepura, Sri Lanka
2025
Pre-prints

SerendibCoins: Exploring Sri Lankan Coins Dataset.

arXiv preprint

N.H. Wanigasingha*, E.S. Sithpahan*, M.K.A. Ariyaratne*, P. R. S. De Silva*
* Department of Computer Science, Faculty of Applied Sciences, University of Sri Jayewardenepura, Sri Lanka
2025
Pre-prints

Genetic Algorithm Based Cut Order Plan and Cut-Panel Nesting Optimization for Apparel Industry.

Journal of University of Bahrain

K. Katheesan*, P.H.H.P.N. De Silva*, N.H. Wanigasingha*, M.K.A. Ariyaratne*
* Department of Computer Science, Faculty of Applied Sciences, University of Sri Jayewardenepura, Sri Lanka
2024
Conference Proceedings

Optimizing Feature Selection in Spam Email Detection Using Co-Evolutionary Algorithms.

8th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI), Ratmalana, Sri Lanka. (IEEE)

N.H. Wanigasingha*, T.G.I. Fernando*
* Department of Computer Science, Faculty of Applied Sciences, University of Sri Jayewardenepura, Sri Lanka