|  | Vol-3576 urn:nbn:de:0074-3576-8 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 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).

# AIxHMI 2023
2nd Workshop on Artificial Intelligence for Human-Machine Interaction 2023

### Proceedings of the 2nd Workshop on Artificial Intelligence for Human-Machine Interaction 2023
co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023)

### Rome, Italy, November 6, 2023.

Edited by

### Aurora Saibene 1,2
Silvia Corchs 2,3
Simone Fontana 1
Jordi Solé-Casals 4,5

1 University of Milano-Bicocca, Viale Sarca 336, 20126, Milano, Italy
2 NeuroMI, Milan Center for Neuroscience, Piazza dell’Ateneo Nuovo 1, 20126, Milano, Italy
3 University of Insubria, Via J. H. Dunant 3, 21100, Varese, Italy
4 University of Vic-Central University of Catalonia, C de la Laura 13, 08500, Vic, Barcelona, Spain
5 Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK

## Table of Contents

- Preface
  Summary: There were 6 papers submitted for peer-review to this workshop. Out of these, 6 papers were accepted for this volume, 6 as regular papers and 0 as short papers.

### Invited Talks

- AI-driven robot-assisted neurorehabilitation: from experimental trials towards a safe, reliable and effective human-robot interaction
  Stefano Mazzoleni
- Towards assessing and improving brain-computer interface user-training?
  Léa Pillette
- Emotion elicitation in virtual reality: techniques and applications
  Francesco Ferrise

### Papers

- Emotion detection using deep learning on spectrogram images of the electroencephalogram 1-14
  Mauro Mezzini
- Respiratory rate estimation via sensor pressure mattress: a single subject evaluation 15-27
  Artemisia Sarteschi, Domenico G. Sorrenti
- A multi-artifact EEG denoising by frequency-based deep learning 28-41
  Matteo Gabardi, Aurora Saibene, Francesca Gasparini, Daniele Rizzo, Fabio Antonio Stella
- Assessing the impact of selective attention in a minimalist virtual reality driving simulator: An analysis of perceived experience and motion sickness 42-52
  Alessio Facchin, Stefania La Rocca, Veronica Strina, Laura Vacchi, Carlotta Lega, Simone Fontana
- Psychological stress detection with optimally selected EEG channel using machine learning techniques 53-68
  Anne Joo Marthinsen, Ivar Tesdal Galtung, Amandeep Cheema, Christian Moe Sletten, Ida Marie Andreassen, Øystein Sletta, Andres Soler, Marta Molinas
- An experimental protocol to access immersiveness in video games 69-81
  Marika Malaspina, Jessica Amianto Barbato, Marco Cremaschi, Francesca Gasparini, Alessandra Grossi, Aurora Saibene

2023-11-30: submitted by Aurora Saibene, metadata incl. bibliographic data published under Creative Commons CC0
2023-12-01: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|