International Journal of Research in Computing

Enhancing Human-Computer Interaction on Educational Websites: Color Preferences for 7-8 Years Old

Sathsara, DMS; Abeysinghe, DVDS; Abeywardhane, KGK (2024-07)

For any application development first impression will always be a matter to attract users. User Interfaces (UI) will be the first handshake of an application with the user. This concern brings more impact when creating ...

Monocular 3D Reconstruction in Poorly Visible Environments

Ilesinghe, ITA; Lekamge, NLNT; Samarutilake, GDNN (2024-07)

3D reconstruction of real physical environments can be a challenging task, often requiring depth cameras such as LIDAR or RGB-D to capture the necessary depth information. However, this method is resource-intensive ...

Automatic Bug Priority Prediction using LSTM and ANN Approaches during Software Development

Dissanayake, DNA; Rupasingha, RAHM; Kumara, BTGS (2024-07)

The process of manually assign a priority value to a bug report takes time. There is a high chance that a developer may allocate the wrong value, and this can affect several important software development processes. To ...

Artificial Neural Network Based Grey Exponential Smoothing Approach for Forecasting Electricity Demand in Sri Lanka

Seneviratna, DMKN (2024-07)

The electricity supply of the country has greatly impacted the economy and the nation’s standard of living; an accurate forecast of electricity demand is essential for any country to enhance industrialization, farming, ...

Empowering the Captioning of Fashion Attributes from Asian Fashion Images

Perera, KVS; Gamini, DDA (2024-07)

Fashion image captioning, an evolving field in AI and computer vision, generates descriptive captions for fashion images. This paper addresses the prevalent bias in existing studies, which focus predominantly on Western ...

A Comprehensive Review of Methods Used for Health Prediction and Monitoring Utilizing an Electronic Medical Records (EMR) System

Jayasekera, SP; Kalansooriya, LP (2024-01)

In the rapidly evolving field of healthcare, Artificial Intelligence (AI) and pattern recognition play a key role in enhancing disease diagnosis and prediction. As the patient population increases, the digitalization of ...

Convolutional Neural Network-Based Facial Expression Recognition: Enhanced by Data Augmentation and Transfer Learning

Kumari, HMLS (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 ...

Integrated Approach for Asset Price Forecasting via Prophet Model and Optimizing Investment Strategies through Genetic Algorithms

Senadheera, JR; Madushanka, MKP; Gunathilake, HRWP (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 ...

An Approach to Examine and Recognize Anomalies on Cloud Computing Platforms with Machine Learning Concepts

Jayaweera, MPGK; Kithulwatta, WMCJT; Rathnayaka, RMKT (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 ...

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 ...

Bin- Eazy: The Tracking-Based Solid Waste Collection System

Bandara, MMNH; Udayangi, TGI (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, ...

Social Media Platform for the Travel and Tourism Industry in Sri Lanka

Akilani, MP; Wanniarachchi, WAAM (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 ...

Performance Analysis of Docker-based Database Management Systems Compared to Virtual Machine-based Systems: A Comparative Study

Kithulwatta, WMCJT; Jayasena, KPN; Kumara, BTGS; Rathnayaka, RMKT (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 ...