Browsing ACADEMIC JOURNALS by Faculty "Computing"
Now showing items 1-9 of 9
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AGH; An Ant Genetic Hybrid Solution to Solve the Multi-model Traveling Salesmen Problem
(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 ... -
An Approach to Examine and Recognize Anomalies on Cloud Computing Platforms with Machine Learning Concepts
(2024-01)Cloud computing is one of the most rapidly growing computing concepts in today's information technology world. It connects data and applications from various geographical locations. A large number of transactions and the ... -
Bin- Eazy: The Tracking-Based Solid Waste Collection System
(2023-07)The majority of developing countries, including Sri Lanka, are still struggling to manage solid waste, resulting in a slew of social, environmental, and health issues. In Sri Lanka, as in the majority of other nations, ... -
Convolutional Neural Network-Based Facial Expression Recognition: Enhanced by Data Augmentation and Transfer Learning
(2024-01)Facial expression recognition has emerged as a dynamic field within computer vision and human-computer interaction, finding diverse applications such as animation, social robots, personalized banking, and more. Current ... -
Exploring Mechanisms for Detecting Violent Content in Sinhala Image Posts: Rationale with Unsupervised vs Supervised Techniques
(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 ... -
Integrated Approach for Asset Price Forecasting via Prophet Model and Optimizing Investment Strategies through Genetic Algorithms
(2024-01)This research presents an in-depth exploration of a wide array of algorithms, techniques, methods and models used for forecasting asset values. Significantly, the study introduces an unprecedented approach, featuring a ... -
Optimizing Smart Agriculture by Integrating Artificial Cognition: A Review, Current Challenges and Future Trends
(2023-07)Agriculture is one of the most influential sectors for human existence given the fact that all human beings depend on food for survival. Hence there is continuous research for efficiency and effectiveness improvements in ... -
Performance Analysis of Docker-based Database Management Systems Compared to Virtual Machine-based Systems: A Comparative Study
(2023-07)Computer virtualization is a very old technology. Due to a lot of technical barriers, computer containerization has been introduced recently. Nowadays, computer containerization is playing a major role in information ... -
Social Media Platform for the Travel and Tourism Industry in Sri Lanka
(2023-07)As the industrial society of the twentieth century gives way to the information society of the twenty-first century, the modern world is undergoing a major transition. This dynamic process has the potential to fundamentally ...