Browsing by Author "Ariyaratne, MKA"
Now showing items 1-5 of 5
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AGH; An Ant Genetic Hybrid Solution to Solve the Multi-model Traveling Salesmen Problem
Hansani, H; Ariyaratne, MKA (2023-07)The concept of multi-model optimization brings the idea of finding all or most of the existing high quality solutions. Recent research on multi-model optimization (MMO) seemed to be using nature inspired algorithms in ... -
Exploring Mechanisms for Detecting Violent Content in Sinhala Image Posts: Rationale with Unsupervised vs Supervised Techniques
Dikwatta, U; Fernando, TGI; Ariyaratne, MKA (2024-01)This research explores the different avenues in machine learning to classify Sinhala image posts. Image posts in social media are one big weapon that conveys information directly to people. Image posts contain both visuals ... -
A Machine Learning Approach to Classify Sinhala Songs Based On User Ratings
Paranagama, HMT; Ariyaratne, MKA; Sirisuriya, SCMDS (2017)In the music industry there is a need to analyse the significant features that distinguish highly rated songs from lower rated ones. Then an artist can test their music tracks to check whether it will gain potential popu ... -
An Online Help Desk System to Help Students in Learning
Salgado, MND; Charuka, PU; Bashitha, KP; Eshwarage, SC; Ariyaratne, MKA (2017)This paper reports about a field study done on online helpdesk system for General Sir John Kotelawala Defence University (KDU) and about the system prototype which was built according to the analysis of gathered data. Wh ... -
A Review of Recent Advancements of Firefly Algorithm; A Modern Nature Inspired Algorithm
Ariyaratne, MKA; Pemarathne, WPJ (2015)Nature inspired algorithms are modern AI related algorithms which embrace natural optimization techniques to build optimization algorithms. This new field has attracted many researches and one can now see a rapid development ...