[HTML][HTML] Supervised machine learning in drug discovery and development: Algorithms, applications, challenges, and prospects

G Obaido, ID Mienye, OF Egbelowo… - Machine Learning with …, 2024 - Elsevier
Drug discovery and development is a time-consuming process that involves identifying,
designing, and testing new drugs to address critical medical needs. In recent years, machine …

An Improved Framework for Detecting Thyroid Disease using Filter-based Feature Selection and Stacking Ensemble

G Obaido, O Achilonu, B Ogbuokiri, CS Amadi… - IEEE …, 2024 - ieeexplore.ieee.org
In recent years, machine learning (ML) has become a pivotal tool for predicting and
diagnosing thyroid disease. While many studies have explored the use of individual ML …

An improved ensemble method for predicting hyperchloremia in adults with diabetic ketoacidosis

G Obaido, B Ogbuokiri, CW Chukwu, FJ Osaye… - IEEE …, 2024 - ieeexplore.ieee.org
Diabetic ketoacidosis (DKA) is a serious complication that affects millions of individuals
globally and presents significant health complications. Hyperchloremia, an electrolyte …

A Survey of Decision Trees: Concepts, Algorithms, and Applications

ID Mienye, N Jere - IEEE Access, 2024 - ieeexplore.ieee.org
Machine learning (ML) has been instrumental in solving complex problems and significantly
advancing different areas of our lives. Decision tree-based methods have gained significant …

The Role of Social Media in Xenophobic Attack in South Africa

M Raborife, B Ogbuokiri… - Journal of the Digital …, 2024 - upjournals.up.ac.za
Xenophobia is a pressing issue in South Africa, with frequent instances of violence against
immigrants. With the rise of social media, platforms like Twitter reflect public sentiment on …

[PDF][PDF] An Improved Ensemble Method for Predicting Hyperchloremia in Adults With Diabetic Ketoacidosis

CW CHUKWU, FJ OSAYE, OF EGBELOWO… - 2024 - ujcontent.uj.ac.za
Diabetic ketoacidosis (DKA) is a serious complication that affects millions of individuals
globally and presents significant health complications. Hyperchloremia, an electrolyte …