Lopes, B.G.C.O., Soares, L.S., Prates, R.O. and Gonçalves, M.A. 2022. Contrasting Explain-ML with Interpretability Machine Learning Tools in Light of Interactive Machine Learning Principles. Journal on Interactive Systems. 13, 1 (Nov. 2022), 313–334. DOI:https://doi.org/10.5753/jis.2022.2556.