Browsing Computing by Title
Now showing items 1-20 of 52
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Adaptive Security Protocols for Wireless Mobile Ad Hoc Networks: Challenges and Innovations: A Review
(2024-09)Mobile Ad hoc Networks (MANETs) are considered an innovative wireless technology that allows mobile nodes to network with each other without bounds of fixed infrastructure or centralized administration. MANETS are used ... -
Advanced Strategies for Dietary Recommendations in Liver Disease: A Comprehensive Literature Review
(2024-09)The global prevalence of non-alcoholic fatty liver disease (NAFLD) driven by unhealthy dietary habits and genetic factors is closely associated with obesity, diabetes, and high cholesterol and can progress to life-threatening ... -
AI Powered Couse Recommendation System for Private Education
(2024-09)In the context of private education, students face challenges in selecting suitable courses from an ever- expanding curriculum, often leading to confusion and suboptimal academic decisions. This study introduces an ... -
AQUAFINA: Streamlining Collaboration, Meet Management, and Performance Prediction in Swimming
(2024-09)Swimming, is a prominent sport in Sri Lanka with a significant number of school, university, and open- level swimmers participating in competitions. However, the management of these events faces critical challenges, ... -
Artificial Intelligence based Mobile Application for Interior Design in Sri Lanka
(2024-09)AI has revolutionized interior design, offering innovative tools for creating visually appealing and healthier spaces through applications. Even with this progress, many existing applications are not well-suited ... -
Artificial Intelligence-Based Geospatial Framework to Simulate Landslide Susceptibility
(2024-09)In the context of natural disasters, landslides take more significance with the threat to life and property. The uncertainty of the occurrence of landslides, and the scarcity of accurate models for precise predictions ... -
Attribute Selection and Verification for Effective Hockey Player Ranking in the Sri Lankan Context
(2024-09)Sri Lanka's hockey domain has been hindered by the lack of a standardized dataset and the absence of a well-defined set of attributes for player performance assessment, limiting the application of advanced AI technologies. ... -
Autoencoder Empowered EEG Data Classification: A Self-Supervised Learning Approach
(2024-09)Electroencephalogram (EEG) analysis plays a crucial role in understanding brain activity and diagnosing neurological conditions. Traditional methods often struggle with the complexity and high dimensionality of EEG ... -
Cinnamon Care: Digitizing Disease Detection and Treatment Recommendations for Cinnamon Plants using Image Processing and Machine Learning
(2024-09)Cinnamon is one of the most essential spice crops with significant global economic importance, and Sri Lanka is renowned for producing the highest quality cinnamon, known as Ceylon Cinnamon. Contributing to over 90% ... -
Classification of Research Papers Based on Their Subject Field Using an Ensemble Machine Learning Approach
(2024-09)Research papers are the most important things for researchers and scholars. Scholars face the challenge of sifting through relevant research data to find papers that align with their educational interests. This ... -
A Comparative Analysis of Dog Emotion Prediction Using Full-Body and Facial Images with Transfer Learning
(2024-09)Prediction and recognition of animal emotions has become an interesting and challenging problem. This study proposed a transfer learning approach using computer vision techniques to predict dog emotions and comparing ... -
Comparative Analysis of Food Recommendation Systems: Tailoring to Sri Lankan Cultural Events and Traditions
(2024-09)This study investigated the development of an event-based food recommendation system tailored to Sri Lankan culinary traditions, comparing it with existing systems. The goal of the project was to analyze a way to fill ... -
A Comprehensive Review of Automated ICD -10 Categorization Model: Methodologies, Challenges, and Future Directions
(2024-09)In healthcare systems worldwide, the manual assignment of ICD-10 (International Classification of Diseases, 10th Revision) codes presents significant challenges, including resource constraints, lengthy processing times, ... -
A Comprehensive Review of Dynamic Pricing Strategies: Optimizing Market Competitiveness and Consumer Satisfaction for Sri Lankan Consumer Brands
(2024-09)Dynamic pricing has been widely successful in enhancing customer satisfaction and maximizing revenue across global markets. This paper aims to delve into creating dynamic pricing models specifically designed for Sri ... -
Comprehensive Review of Mobile Personal Assistant (Chatbot) for Depression Patients a Using Emotion Recognition Using Large Language Model
(2024-09)Depression is a common mental health issue that affects many people, often making them feel persistently sad or lose interest in activities. Despite its global impact, with 246 million people affected worldwide, ... -
Data Science Driven Solution to Predict Employee Attrition: A Systematic Review
(2024-09)Employee attrition refers to leaving employees from the organization due to various reasons. Understanding and predicting employee attrition is crucial for organizations seeking to enhance employee retention and reduce ... -
A Data-Driven Approach to Heart Stroke Prediction using Machine Learning and Fuzzy Logic
(2024-09)Early detection of heart strokes is crucial for timely medical intervention and improved patient outcomes. This research aims to develop a reliable and accurate heart attack prediction model using machine learning ... -
Data-Driven optimization strategies for Resource Allocation in Small Businesses
(2024-09)Small businesses are critical drivers of economic growth and innovation globally. However, in Sri Lanka, these businesses face significant challenges related to resource management, including inefficient allocation ... -
Decoding Brain Wave Patterns for Speech Recognition in Individuals with Speaking Disabilities
(2024-09)Decoding and predicting words from brain wave patterns is an area of growing interest, with numerous methodologies and machine learning techniques being developed to achieve this. Although various tools and approaches ... -
Deep Learning for Early Skin Cancer Detection: A Convolutional Neural Network Approach
(2024-09)Skin cancer diagnosis often involves a lengthy waiting period for biopsy results, leaving patients in uncertainty and at risk. A patient with a suspicious lesion may wait one to three weeks for biopsy results, impacting ...