Browsing by Subject "Machine learning"
Now showing items 1-20 of 59
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AI-Driven Voice Training and Singing Improvement: A Comprehensive Literature Review
(2024-01-17)This comprehensive review navigates the transformative potential of AI-driven tech- nologies in vocal training and music education, with a focus on Voice Matching and Personalized Singing Improvement. It precisely explores ... -
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 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 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 ...