IEEE

Machine Learning Based Spam E-Mail Detection Using Logistic Regression Algorithm

Abstract: The rise of spam mail, or junk mail, has emerged as a significant nuisance in the modern digital landscape. This surge not only inundates user's email inboxes but also exposes them to ...
IEEE

Fuzzy LASSO Logistic Regression: A Regularized Framework for Interpretable Binary Classification Under Uncertainty

Abstract: Fuzzy classification models are important for handling uncertainty and heterogeneity in high-dimensional data. Although recent fuzzy logistic regression approaches have demonstrated ...
Scientific Research Publishing

A Multimodal Machine-Learning Framework for Predicting Lithium-Associated Renal Dysfunction from Synthetic Biomarker Trajectories ()

Long-term lithium therapy remains the most effective maintenance treatment for bipolar disorder, yet it poses a significant ...
Lupus Science & Medicine

Risk factor of osteoporosis in systemic lupus erythematosus patients: a cross-sectional study in a tertiary hospital in Indonesia

Introduction Osteoporosis and fragility fracture are more frequently found in systemic lupus erythematosus (SLE) patients ...