|  | Vol-2071 urn:nbn:de:0074-2071-0 Copyright © 2018 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# CEX 2017
Comprehensibility and Explanation in AI and ML 2017

### Proceedings of the First International Workshop on Comprehensibility and Explanation in AI and ML 2017
co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017)

### Bari, Italy, November 16th and 17th, 2017.

Edited by

### Tarek R. Besold *
Oliver Kutz **

* City, University of London, Department of Computer Science, London, UK
** Free University of Bozen-Bolzano, KRDB Research Centre, Faculty of Computer Science, Bozen-Bolzano, Italy

## Table of Contents

### Keynotes

- Explain to whom? Putting the User in the Center of Explainable AI (invited paper)
  Alexandra Kirsch

### Contributed Papers

- Building Cognitive Cities with Explainable Artificial Intelligent Systems
  Jose M. Alonso, Corrado Mencar
- What Does Explainable AI Really Mean? A New Conceptualization of Perspectives
  Derek Doran, Sarah Schulz, Tarek R. Besold
- Distilling a Neural Network Into a Soft Decision Tree
  Nicholas Frosst, Geoffrey Hinton
- Two Applications of Concept Refinement
  Roberto Confalonieri, Nicolas Troquard, Pietro Galliani, Oliver Kutz, Rafael Peñaloza, Daniele Porello
- Towards an Algebraic Approach to Theory and Concept Evaluation
  Pietro Galliani

2018-03-05: submitted by Tarek R. Besold, metadata incl. bibliographic data published under Creative Commons CC0
2018-03-11: published on CEUR-WS.org |valid HTML5|