Browsing Faculty of Science and Information Technology by Subject "machine learning"

Now showing items 1-4 of 4

Advanced Stacking Ensemble Learning for Robust Loan Default Risk Detection

Mridu, Mushfika Rahman (Daffodil International University, 2025-09-24)

This dissertation suggests an entirely based machine learning solution, which is expected to significantly enhance loan default assessmetnt. We conducted a close comparison analysis of various machine learning and deep ...
Effective Prediction of Heart Disease Using Machine Learning

Upoma, Esrat Zahan (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-09-14)

Heart infection is one of the basic wellbeing issues and numerous individuals over the world are enduring with this illness. It is imperative to recognize this malady in early stages to spare numerous lives. The reason of ...
Enhanced Rice Leaf Disease Detection Using Densenet201: A Deep Learning Approach

Prosad, Bishal (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-25)

Accurate and prompt detection of rice leaf diseases is vital for ensuring healthy crop yields and preventing major agricultural losses. This study proposes an advanced method for diagnosing rice leaf diseases using the ...
Evaluating Machine Learning Algorithms for Heart Disease Prediction

Islam, MD. Sofiqul; Shiblee, Shah Moazzam Hossen (Daffodil International University, 23-02-18)

One of the significant motives of death globally is a heart-attack. Heart-attack detection early on can save lives. In this exploration, we mention a predictive machine learning algorithm of heart attack. The algorithm ...

Search DSpace