Abstract: This paper focused on the multi-class brain tumor classification problem, using deep learning methodologies based on magnetic resonance imaging (MRI) images. Two state-of-the-art deep ...

Abstract: Imbalanced data classification remains a fundamental challenge in machine learning, especially in multi-class scenarios where feature noise, class overlap, and small disjunct sub-concepts ...