|  | Vol-2151 urn:nbn:de:0074-2151-7 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.

# ReaLX 2018
Reasoning, Learning and Explainability 2018

### Proceedings of the SICSA Workshop on Reasoning, Learning and Explainability

### Aberdeen, Scotland, June 27, 2018.

Edited by

### Kyle Martin *
Nirmalie Wiratunga *
Leslie S. Smith **

* Robert Gordon University, School of Computing, RGU AI Research Group, Garthdee House, Garthdee Road, Aberdeen, Scotland
** University of Stirling, Department of Computing Science and Mathematics, 4 Union Street, Stirling, Scotland

## Table of Contents

- Preface

### Session 1: Applications of AI

- Explainable AI Beer Style Classifier
  Jose M. Alonso, Alejandro Ramos-Soto, Ciro Castiello, Corrado Mencar
- Towards Argumentative Dialogue as a Humane Interface between People and Intelligent Machines
  Simon Wells

### Session 2: Learning to Recognise

- Digital Interpretation of Sensor-Equipment Diagrams
  Carlos F. Moreno-García
- Issues Affecting User Confidence in Explanation Systems
  David A. Robb, Stefano Padilla, Thomas S. Methven, Yibo Liang, Pierre Le Bras, Tanya Howden, Azimeh Gharavi, Mike J. Chandler, Ioannis Chalkiadakis
- Superpixel Group Mining for Manipulation Action Recognition
  Tianjun Huang, Stephen McKenna
- Zero-Shot Learning with Matching Networks for Open-Ended Human Activity Recognition
  Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani

### Session 3: Learning to Reason

- Process Fuzzing as an Approach to Genetic Programming
  Tom Wallis, Tim Storer
- A Conceptual Framework of Starlings Swarm Intelligence Intrusion Prevention for Software Defined Networks
  Karatu M. Tanimu, Wei Pang, George M. Coghill

### Session 4: Position Papers

- Data Quality in Reasoning
  Stephanie Inglis, Ehud Reiter, Somayajulu Sripada
- Automatic Phishing Detection vesus User Training, Is there a Middle Ground Using XAI?
  Sara Albakry, Kami Vaniea

2018-07-26: submitted by Kyle Martin, metadata incl. bibliographic data published under Creative Commons CC0
2018-07-30: published on CEUR-WS.org |valid HTML5|