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






Professorship/Faculty: Professur für Angewandte Informatik, insbesondere Kognitive Systeme ; Professur für Angewandte Informatik, insbesondere Kognitive Systeme ; Professur für Angewandte Informatik, insbesondere Kognitive Systeme
Author(s): Rabold, Johannes Markus ; Siebers, Michael ; Schmid, Ute
Publishing Institution: 28th International Conference, ILP 2018, Ferrara, Italy, September 2–4, 2018
Publisher Information: Cham : Springer International Publishing
metadata.ubg.editor.articlecollection: Riguzzi, Fabrizio
Bellodi, Elena
Zese, Riccardo
Issue Date: 2018
Page count/Size: 105-117
Name of the Articlecollection: Inductive Logic Programming : 28th International Conference, ILP 2018, Ferrara, Italy, September 2–4, 2018, Revised Selected Papers
URI: https://fis.uni-bamberg.de/handle/uniba/46526
DOI: 10.1007/978-3-319-99960-9_7
ISBN: 978-3-319-99959-3
Document Type: Conferenceobject
Language(s): English
Publication date: 21. October 2019


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