Rule Learning by Modularity

There has been an immense progress in the field of machine learning in the last years. In particular, deep learning has led to the development of very complex models which yield highly accurate results but lack explainability and interpretability. To overcome this defect, the field of Explainable Artificial Intelligence (XAI for short, see for example [1-3]) has recently significantly increased momentum.