Browsing International Journal of Research in Computing by Title
Now showing items 1-20 of 28
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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 Android Application to Manage House Rental and Maintenance in Sri Lanka
(2022-08)The impact of COVID-19 outbreak was felt across all real estate management. A slowdown in the house rental and maintenance management system can be anticipated, as a result of the lock-down and limitations in financing. ... -
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 ... -
Artificial Neural Network Based Grey Exponential Smoothing Approach for Forecasting Electricity Demand in Sri Lanka
(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, ... -
Automatic Bug Priority Prediction using LSTM and ANN Approaches during Software Development
(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 ... -
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, ... -
A Comprehensive Review of Methods Used for Health Prediction and Monitoring Utilizing an Electronic Medical Records (EMR) System
(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 ... -
A Conceptual Architecture for Monitoring Students in Zoom during Online Educational Sessions
(2022-08)Recently the education systems around the world have adhered to a distance learning/teaching method. However, this approach don’t provide any guarantee that participated students are presented during the session. The given ... -
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 ... -
E-Learning Platform for Hearing Impaired Children with Handwritten Character Recognition using CNN
(2022-01-10)Hearing impairment is an example of a disability that can affect a child’s education in a variety of ways. E-learning has been proved to be an excellent learning approach for students as it provides many advantages. One ... -
Employee Knowledge Sharing Behaviour: the Role of Workplace Cyber Incivility and Personality Traits
(2022-01-10)Knowledge sharing behaviour can achieve a greater level of innovation and creativity. Employees victimized with computer-mediated workplace incivility may hinder knowledge with rational justifications. The purpose of ... -
Empowering the Captioning of Fashion Attributes from Asian Fashion Images
(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 ... -
Enhancing Human-Computer Interaction on Educational Websites: Color Preferences for 7-8 Years Old
(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 ... -
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 ... -
Improving Customer Experience in Supermarkets: A New Approach based on Travel Path
(2022-08)In today’s competitive market, understanding its customers is a key to the success of any business. The market contains various customer subgroups that can be distinguished based on purchasing habits,time spent, product ... -
Information Management for Sri Lankan Vegetable Farmers: Effectiveness of ICT Applications
(2022-01-10)The scenario behind Sri Lankan agriculture sector is that one-third of the country’s population who engage in agriculture contributes only 7% of the GDP. The distribution of smaller amounts of income among large ... -
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 ... -
Investor Driven Adaptive and Automated Stock Market Portfolio Management Platform with Stock Prices Prediction for Colombo Stock Exchange of Sri Lanka
(2022-01-10)Over the past few years various studies have been conducted to develop an optimum stock market related portfolio management platform that will assist investors to actively perform the portfolio management process. Risk ... -
IOT-based Monitoring System for Oyster Mushroom Farms in Sri Lanka
(2022-01-10)Oyster Mushrooms are a type of a fungus which is very sensitive to the environmental factors and vulnerable to diseases and pest attacks which directly effects local trade and export strength. Mushroom is a climacteric ... -
Monocular 3D Reconstruction in Poorly Visible Environments
(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 ...