Abstract: The problem of data imbalance is defined as the uneven distribution of the training examples to the existing classes of a dataset. Among a wide variety of solutions, the oversampling ...

Abstract: Financial investment data decision-making is part of corporate financial management. Deep Learning Algorithms (DLAs) have represented significant and meaningful promise in many financial ...