Kabid Hassan Shibly, Samrat Kumar Dey, Md Tahzib-Ul Islam, Md Mahbubur Rahman
COVID-19 or novel coronavirus disease, which has already been declared as a worldwide pandemic, at first had an outbreak in a large city of China, named Wuhan. More than two hundred countries around the world have already been affected by this severe virus as it spreads by human interaction. Moreove...
Kabid Hassan Shibly, Samrat Kumar Dey, Md. Tahzib Ul Islam, Md. Mahbubur Rahman
COVID-19 or novel coronavirus disease, which has already been declared as a worldwide pandemic, at first had an outbreak in a small town of China, named Wuhan. More than two hundred countries around the world have already been affected by this severe virus as it spreads by human interaction. Moreove...
Umme Ara Mahinur Istia, Al-Amain, Khandaker Mohammad Mohi Uddin, Md. Tahzib Ul Islam et al.
The suggested loan prediction system overcomes the drawbacks of conventional selection processes by utilizing machine learning (ML) to enhance the identification of creditworthy borrowers. A Random Forest (RF) model to predict loan is evaluated in our study along with data pretreatment using the Syn...
Kabid Hasan Shibly, Sazia Rahman, Md. Tahzib Ul Islam
At present, Wireless technology is used all over the world to ensure the availability of the internet. Although, the routers of Wi-Fi ensure the availability of data within a certain area it has some speed limitation. Li-Fi is one of the latest wireless technologies, which provides access to the int...
Jahanara Akhtar, Md. Tahzib-Ul-Islam, Md. Habibullah, Saiful Islam
Big data typically coins with large volume of data and various enterprises are involving day to day in cloud environment. Nowadays, Cloud facility adoption has enlarged. With the acceptance of cloud facility, numerous of the enterprises are expending to store and process Large Data in cloud. Safety ...
Abir Chowdhury, Md Mahbubur Rahman Druvo, Md. Shariful Islam, Khandaker Mohammad Mohi Uddin et al.
Osteoporosis is a prevalent disease characterized by reduced bone density and an increased susceptibility to fractures. Early detection is crucial for effective intervention. This study used a large dataset to construct a machine learning based framework for osteoporosis risk prediction. The preproc...
Md Mahmudur Rahman, Md Shihab Hassan Naim, Md. Tahzib Ul Islam
Md Mahbubur Rahman Druvo, Abir Chowdhury, Md. Shariful Islam, Md. Tahzib Ul Islam et al.
Celiac disease is a chronic autoimmune illness caused by gluten ingestion that requires an early and correct diagnosis to be treated effectively. Traditional diagnostic procedures are sometimes imprecise, necessitating machine learning-based solutions. This study proposes a comprehensive methodology...
Md Mahbubur Rahman Druvo, Abir Chowdhury, Md. Shariful Islam, Md. Tahzib Ul Islam et al.
Dementia is a significant global health issue that necessitates accurate and interpretable predictive models to aid in early detection and intervention. The work suggests a strong machine learning framework for dementia prediction that makes use of SHAP (Shapley additive explanations) values to impr...
Abir Chowdhury, Md Mahbubur Rahman Druvo, Khandaker Mohammad Mohi Uddin, Md. Shariful Islam et al.
Millions of people worldwide suffer from asthma, a chronic respiratory disease that frequently needs precise diagnosis and treatment to enhance patient outcomes. The proposed work uses a hard voting ensemble model to predict asthma using a machine learning based method that achieves a highest accura...
Jahanur Biswas, Md. Almajid, Md. Tahzib-Ul-Islam
Diabetes is a chronic medical condition characterized by high levels of sugar (glucose) in the blood this occurs because that time our pancreas does not produce enough insulin (Type 1 diabetes), or because the body's cells do not respond properly to insulin (Type 2 diabetes). There is also a conditi...
Hasibul Hamim, Khandaker Mohammad Mohi Uddin, Mst. Nishat Tasnim Mim, Md. Tahzib Ul Islam et al.
The development of the modern web as well as its widespread use on communication sites like Facebook, YouTube, and Twitter have made life significantly easier when handling some very private issues. The goal of the paper is to reduce online abuse and establish a criticism-free virtual community. In ...
Khandaker Mohammad Mohi Uddin, S. A. M. Juhair Fahmid, Khadija Khatun, Md. Tahzib Ul Islam et al.
Pancreatic Ductal Adenocarcinoma Cancer (PDAC), a dangerous cancer in the world, has a very poor percentage of surviving more than 5 years. Usual treatments like chemotherapy, surgery, and radiation have not been shown to significantly improve survival. If we can simplify the diagnosis of diseases t...