H. Lukács

Fuzzy rule-based network: a fuzzy logic-based interpretable and modular machine learning model

Experimental results demonstrate that the Fuzzy Rule-Based Network model provides a solution competitive with the NN model in terms of accuracy and training efficiency, and the trained rules can be translated back into human-understandable if-then statements, representing a step towards transparent decision-making.