K. Das, Mohammad Saiful Islam Mamun, Yeamin Safat, Muhammed Ibrahim Hussain et al.
Dengue fever is a mosquito-borne viral infection that causes high fever, severe headache, muscle and joint pain, and skin rashes-often called “breakbone fever” due to its intense symptoms. Early and accurate classification of dengue cases is critical for effective treatment and healthcare planning. ...
Yeamin Safat, Rafit Alavi, Fahad Hossain, Puja Rani Saha et al.
Rainfall prediction is significant in the fields of agriculture, water resource management, and even the prediction of natural disasters. However, due to the intricacies associated with predicting rainfall, traditional forecasting models may face some challenges. The current research seeks to enhanc...
Asif Ahammad Miazee, Tonmoy Roy, Md. Robiul Islam, Yeamin Safat
Refining long documents into a few sentences containing the essential ideas is known as text summarization. The aim is to compose a brief synopsis that successfully conveys the most highlighting ideas of the source content. We read the papers substantially daily to keep updated on domestic and inter...
Fahad Hossain, Rafit Alavi, Yeamin Safat, Gobinda Chandra Sarker et al.
The deaf-blind community faces significant challenges in identifying banknotes due to simultaneous hearing and vision impairments, which complicate their ability to conduct daily financial transactions. Recent advances in Artificial Intelligence (AI)-based assistive technologies offer promising pote...
Jonayed Al-Faruk, J. Das, Susmoy Paul Soysob, Yeamin Safat et al.
This research presents a comprehensive machinelearning approach for predicting human body performance classes using multiple classification models and ensemble techniques. The study evaluates six models: Random Forest, Support Vector Machine (SVM), XGBoost, Gradient Boosting (optimized), TabNet, and...
Jonayed Al-Faruk, Puja Rani Saha, Yeamin Safat, Ekram Hossain et al.
Root Mean Square Deviation (RMSD) prediction of tertiary protein structure is very important for structural biology, drug design, and protein engineering. Conventional models, however, cannot ensure high accuracy due to the inherent complexity of protein flexibility and stability. In this study, RMS...