years. This is due to the widespread application of machine learning, particularly deep
learning, that has led to the development of highly accurate models but lack explainability
and interpretability. A plethora of methods to tackle this problem have been proposed,
developed and tested. This systematic review contributes to the body of knowledge by
clustering these methods with a hierarchical classification system with four main clusters …