| Vol-3418 urn:nbn:de:0074-3418-1 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ICCBR-DC 2022
ICCBR 2022 Doctoral Consortium

### Doctoral Consortium Proceedings of the 30th International Conference on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022)

### Nancy (France), September 12-15th, 2022.

Edited by

### Kerstin Bach *
Stelios Kapetanakis **

* Norwegian University of Science and Technology (NTNU), Norway
** University of Brighton, UK

## Table of Contents

- Preface and Table of Contents 1-3
  Summary: There were 48 papers submitted for peer-reviews to the workshops. Out of these, 10 papers were accepted for this volume as short papers.

### Doctoral Consortium

- The Three E´s of Explainability in Collaborative Computational Co-Creativity: Emotionality, Effectiveness, and Explicitness 4-9
  Michel P. Clemens
- Case-based Explanations for Black-Box Time Series and Image Models with Applications in Smart Agriculture 10-15
  Eoin Delaney
- Explaining and Upsampling Anomalies in Time-Series Sensor Data 16-21
  Craig Pirie
- Addressing Trust and Mutability Issues in XAI utilising Case Based Reasoning 22-27
  Pedram Salimi
- CBR For Interpretable Response Selection In Conversational Modelling 28-33
  Malavika Sureah
- Counterfactual Explanations for eXplainable AI (XAI) 34-39
  Greta Warren
- Using Machine Learning Techniques to Support Marathon Runners 40-45
  Ciara Feely
- The Use of Case-Based Reasoning for Personalizing Musculoskeletal Pain Treatment Recommendations 46-51
  Paola Marín-Veites
- Developing a Decision Support System leveraging Distributed and Heterogeneous Sources: Case-Based Reasoning for Manufacturing Incident Handling 52-56
  M. van der Pas
- DL-CBR Hybridization for Feature Generation and Similarity Assessment 57-62
  Zachary Wilkerson

2023-04-11: submitted by Pascal Reuss, metadata incl. bibliographic data published under Creative Commons CC0
2023-06-13: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|