Frontiers

AI & Machine Learning for Injury Prediction: From Data to Preventive Strategies

The integration of AI and Machine Learning into injury prediction is transforming how researchers, clinicians, and sports ...
IEEE

Machine Learning Approaches for Loan Default Prediction: A Comparative Analysis of Random Forest and KNN Algorithms

One of the key issues faced by financial institutions is the prediction of loan default. Two machine learning methods, Random Forest and K-Nearest Neighbors (KNN), are tested in this study, using an ...
IEEE

Application of LightGBM, Random Forest, and Decision Tree Algorithms for Debt Collector Performance Assessment in the Financial Industry in Indonesia

Abstract: The performance of debt collectors is a crucial aspect in maintaining the financial stability of financial services institutions, but the assessment of their performance is often still ...