|  | Vol-3368 urn:nbn:de:0074-3368-5 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).

# AIxHMI 2022
Artificial Intelligence for Human Machine Interaction 2022

### Proceedings of the 1st Workshop on Artificial Intelligence for Human Machine Interaction 2022
co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022)

### Udine, Italy, December 02, 2022.

Edited by

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

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

## Table of Contents

- Preface
  Summary: There were 8 papers submitted for peer-review to this workshop. Out of these, 5 papers were accepted for this volume, 4 as regular papers and 1 as short paper. An additional submission was accepted as an abstract.

### Invited Talks

- Evolution of EEG systems from high density to wearables: opportunities for expansion
  Marta Molinas
- Current and future applications of brain computer interfaces
  Slobodan Tanackovic
- STAT-ON: monitoring mobility in Parkinson's Disease. From research to market
  Daniel Rodriguez-Martin
- Head mounted displays and physiological sensing for human machine interaction
  Evangelos Niforatos

### Papers

- Bridging the gap between human-gaze data and table summarisation (short paper) 1-8
  Jessica Amianto Barbato, Marco Cremaschi
- The evolution of AI approaches for motor imagery EEG-based BCIs (regular paper) 9-23
  Aurora Saibene, Silvia Corchs, Mirko Caglioni, Francesca Gasparini
- Let’s put a smile on your face (regular paper) 24-33
  Marcis Teodors Upenieks, Evalds Urtans
- Human emotion recognition from EEG signals: model evaluation in DEAP and SEED datasets (regular paper) 34-47
  Mohit Kumar, Marta Molinas
- Inner speech recognition through electroencephalographic signals (regular paper) 48-61
  Francesca Gasparini, Elisa Cazzaniga, Aurora Saibene

### Abstracts

- The bias of artificial intelligence within the justice field
  Ludovico Papalia

2022-03-20: submitted by Aurora Saibene, metadata incl. bibliographic data published under Creative Commons CC0
2023-04-03: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|