Nasim Mahmud Nayan
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View article: An interpretable and balanced machine learning framework for Parkinson’s disease prediction using feature engineering and explainable AI
An interpretable and balanced machine learning framework for Parkinson’s disease prediction using feature engineering and explainable AI Open
Parkinson’s disease (PD) is a progressive neurological disorder that affects millions globally, posing significant challenges in early and accurate diagnosis. Recent advancements in machine learning (ML) offer promising approaches for addr…
View article: Performance Evaluation of BINArashun-1 and Selected Garlic Cultivars Under the Agro-climatic Conditions of Mymensingh, Bangladesh
Performance Evaluation of BINArashun-1 and Selected Garlic Cultivars Under the Agro-climatic Conditions of Mymensingh, Bangladesh Open
Garlic (<i>Allium sativum</i> L.) is an important global bulb crop valued for its nutritional, medicinal, and economic benefits. However, its yield in Bangladesh remains below potential. This study evaluated the performance of …
View article: Air Pollution Monitoring Using IoT and Machine Learning in the Perspective of Bangladesh
Air Pollution Monitoring Using IoT and Machine Learning in the Perspective of Bangladesh Open
Air pollution is a big concern in developing countries due to its negative effects on both human well-being and the environment. Collecting real-time values of air quality is challenging using traditional methods. Because they have limited…