IEEE

A Multiobjective Genetic Algorithm Based Unilateral Rule Extraction Model for Credit Risk Classification

Abstract: This paper proposes a two-phase unilateral rule extraction method based on a multiobjective genetic algorithm (URE-MOGA) to solve the challenges of sparse categorical features and model ...
GitHub

The question classifier encountered a network connection error while running the model.

Sometimes when executing the workflow, the following error occurs when running components like the problem classifier or parameter extractor that require calling the ...
Frontiers

Construction of a clinical prediction model for osteoporosis in asymptomatic elderly population based on machine learning algorithm

1 School of Information Engineering, Anhui University of Chinese Medicine, Hefei, China 2 School of Pharmaceutical Economics and Management, Anhui University of Chinese Medicine, Hefei, China ...
IEEE

A Comprehensive Stacked Ensemble Framework for ECG-Based Stress Level Classification: Integrating Base Classifiers with Meta-Learning and Uncertainty Measurement

Abstract: Effective and quick medical intervention is crucial for the early detection of mental diseases, such as stress, which are among the top causes of death worldwide. For estimating stress ...
Frontiers

A machine learning-based predictive model for complication risks in vacuum-assisted breast biopsy

Background: Ultrasound-guided vacuum-assisted breast biopsy (VABB) has become the standard minimally invasive procedure for diagnosing and treating benign breast lesions. Despite its widespread ...