Extracting Relational Explanations From Deep Neural Networks: A Survey From a Neural-Symbolic Perspective. - Joseph Townsend; Thomas Chaton; João M. Monteiro (IEEE Trans. Neural Networks Learn. Syst., 2020)

Extracting Meaningful High-Fidelity Knowledge from Convolutional Neural Networks. - Kwun Ho Ngan; Artur S. d'Avila Garcez; Joseph Townsend (IJCNN, 2022)