Explaining Black-Box Classifiers with ILP – Empowering LIME with Aleph to Approximate Non-linear Decisions with Relational Rules






Faculty/Professorship: Cognitive Systems  
Author(s): Rabold, Johannes  ; Siebers, Michael  ; Schmid, Ute  
Title of the compilation: Inductive Logic Programming : 28th International Conference, ILP 2018, Ferrara, Italy, September 2–4, 2018, Revised Selected Papers
Editors: Riguzzi, Fabrizio; Bellodi, Elena; Zese, Riccardo
Corporate Body: 28th International Conference, ILP 2018, Ferrara, Italy, September 2–4, 2018
Publisher Information: Cham : Springer International Publishing
Year of publication: 2018
Pages: 105-117
ISBN: 978-3-319-99959-3
Language(s): English
DOI: 10.1007/978-3-319-99960-9_7
Type: Conferenceobject
URI: https://fis.uni-bamberg.de/handle/uniba/46526
Release Date: 21. October 2019