Software Effort Estimation in the Context of Methodology Agile and Software Development

Recent studies have increasingly focused on enhancing the accuracy of software project effort estimation within the Agile methodology framework. This trend emphasizes the integration of advanced machine learning and deep learning techniques, including neural networks and convolutional neural networks (CNNs). Additionally, optimization strategies—particularly in the early stages of modeling—have gained attention as a means to improve prediction outcomes