| Vol-3765 urn:nbn:de:0074-3765-7 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 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).

# HAII5.0 2024
Embracing Human-Aware AI in Industry 2024

### Proceedings of Workshop on Embracing Human-Aware AI in Industry 5.0 (HAII5.0 2024)
co-located with the 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (ECAI 2024)

### Santiago de Compostela, Spain, 19 October 2024.

Edited by

### Sławomir Nowaczyk *
Myra Spiliopoulou **
Marco Ragni ***
Olga Fink ****

* Halmstad University, Center for Applied Intelligent Systems Research, Halmstad University, Sweden
** Otto-von-Guericke-University Magdeburg, Faculty of Computer Science, Otto-von-Guericke-University Magdeburg, Germany
*** Chemnitz University of Technology, Professorship of Predictive Analytics, Chemnitz University of Technology, Chemnitz, Germany
**** EPFL Swiss Federal Institute of Technology Lausanne, Intelligent Maintenance and Operations Systems, EPFL, Lausanne, Switzerland

## Table of Contents

- Preface
  Summary: There were 11 papers submitted to HAII5.0 workshop. Out of these, 9 papers were accepted for this volume as regular papers.

### PAPERS

- Augmenting Train Maintenance Technicians with Automated Incident Diagnostic Suggestions
  Georges Tod, Jean Bruggeman, Evert Bevernage, Pieter Moelans, Walter Eeckhout, Jean-Luc Glineur

- Evaluating Multi-task Curriculum Learning for Forecasting Energy Consumption in Electric Heavy-duty Vehicles
  Yuantao Fan, Zhenkan Wang, Sepideh Pashami, Sławomir Nowaczyk

- eXplainable Random Forest
  Shlomit Gur, Guy Amit

- Human-Aware Design for Transferring Knowledge During Human-AI Co-Learning
  Dimitrios Koutrintzes, Christos Spatharis, Maria Dagioglou

- Invariant Feature Selection for Battery State of Health Estimation in Heterogeneous Hybrid Electric Bus Fleets
  Yuantao Fan, Mohammed Ghaith Altarabichi, Sepideh Pashami, Peyman Mashhadi, Sławomir Nowaczyk

- LanViKD: Cross-Modal Language-Vision Knowledge Distillation for Egocentric Action Recognition
  Yizheng Sun, Hao Li, Chenghua Lin, Riza Batista-Navarro

- SHAP-Driven Explainability in Survival Analysis for Predictive Maintenance Applications
  Monireh Kargar, Zahra Kharazian, Ioanna Miliou, Tony Lindgren

- Towards Differentiating Between Failures and Domain Shifts in Industrial Data Streams
  Natalia Wojak-Strzelecka, Szymon Bobek, Grzegorz Nalepa, Jerzy Stefanowski

- Understanding the Impact of Unexpected Cobot Movements on Human Stress Levels: A Time Series Classification Task
  Lior Shilon, Vladyslav Shevtsov, Nadia Schillreff, Anne Rother, Shlomo Mark, Myra Spiliopoulou

2024-09-04: submitted by Sławomir Nowaczyk, metadata incl. bibliographic data published under Creative Commons CC0
2024-09-27: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|