IEEE

A Machine Learning Approach for Credit Card Fraud Detection in Massive Datasets Using SMOTE and Random Sampling

Abstract: The surge in digital transactions has paved the way for an alarming rise in credit card fraud, compelling the need for robust detection systems. The swift progress of technology has ...
Frontiers

Construction and validation of nomogram prediction model for anxiety and depression in chemotherapy patients with multiple myeloma

Objective: To construct and validate a nomogram prediction model for anxiety and depression in chemotherapy patients with multiple myeloma (MM). Methods: From May 2021 to May 2023, 333 MM chemotherapy ...
IEEE

A Multi-Class Imbalanced Learning Method Using Random Balanced Sampling for Predicting the Quality Level of Diesel Engines

Abstract: Numerous process items and procedures in the assembly process of a diesel engine have a direct and significant impact on its performance, and accurate and effective assembly process control ...
Frontiers

Efficacy and safety of Chinese herbal medicine for metabolic conditions: a systematic review and meta-analysis of randomised controlled trials

1 State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, ...
BMJ

Psychosocial safety climate and coping among healthcare workers experiencing workplace violence in public hospitals in Terengganu, Malaysia: a mixed-method study protocol

Introduction Workplace violence (WPV) is a significant occupational hazard in healthcare, negatively impacting healthcare workers’ (HCWs) mental health and quality of care. Psychosocial safety climate ...