Chen, Toly; Wang, Yu-Cheng - In: Decision analytics journal 7 (2023), pp. 1-11
). However, these decision rules may not conform to domain knowledge, which limits their usefulness. This study proposes a …-output relationship of an ANN (or DNN) is fitted by decision rules using a random forest approach. Then, domain knowledge is extracted …, and decision rules are checked against this knowledge. Decision rules with poor conformance to domain knowledge are …