Browsing INTERNATIONAL RESEARCH CONFERENCE ARTICLES (KDU IRC) by Subject "Machine learning"
Now showing items 1-20 of 35
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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 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 ... -
Development of an Intelligent Software Solution for AI -Enabled Stethoscope: Accurate CAD Diagnosis and Real-time Feedback System
(2023-09)Although the classic stethoscope has long been a crucial diagnostic tool for cardiac conditions, it has an elementary level of accuracy in diagnosis capability. And mainly the diagnostic capability of traditional stethoscope ... -
Development of intelligent outdoor camera sabotage detection system for large scale camera systems using deep learning
(2023-09)The study presents a newly created camera-tampering detection system for outdoor cameras, aiming to overcome the boundaries of human monitoring. It is intended to be implemented in large scale camera systems to identify ...