María Teodolinda Ortega Ovalle

Aplicación de Técnicas de Machine Learning para la Predicción Temprana de Defectos en Proyectos de Software

The results show that ensemble learning models and deep architectures achieve superior predictive capacity, particularly in scenarios with high dimensionality and class imbalance, and confirm the strategic value of Machine Learning as a systematic tool for contemporary software engineering.