Past Editions
AIxHMI 2023
The 2nd Workshop on Artificial Intelligence for Human-Machine Interaction co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence, took place on November 06, 2023 in Rome.
Workshop Proceedings: https://ceur-ws.org/Vol-3576/
Workshop Chairs: Silvia Corchs, Simone Fontana, Aurora Saibene, Jordi Solé-Casals.
Organizing Chair: Francesca Gasparini.
PC Members
Gloria Beraldo, Istituto di Scienze e Tecnologie della Cognizione - Consiglio Nazionale delle Ricerche (Italy).
Cesar Caiafa, Argentinean Radioastronomy Institute (IAR) - CONICET, University of Buenos Aires (Argentina).
Giulia Cisotto, University of Milano-Bicocca (Italy).
Mirco Gallazzi, University of Insubria (Italy).
Ignazio Gallo, University of Insubria (Italy).
Shkurta Gashi, ETH AI Center (Switzerland).
Francesca Gasparini, University of Milano-Bicocca (Italy).
Alessandra Grossi, University of Milano-Bicocca (Italy).
Karmele Lopez de Ipiña, University of the Basque Country (Spain).
Pere Marti-Puig, Universitat de Vic - Universitat Central de Catalunya (Spain).
Ruggero Micheletto, Yokohama City University (Japan).
Marta Molinas, Norwegian University of Science and Technology (Norway).
Evangelos Niforatos, Delft University of Technology (The Netherlands).
Silvia Santini, Università della Svizzera-Italiana (Switzerland).
Agnese Sbrollini, Università Politecnica delle Marche (Italy).
Marta Maria Sosa Navarro, University of Milano-Bicocca (Italy).
Sun Zhe, RIKEN (Japan).
Invited Speakers
Léa Pillette
IRISA
The French laboratory for research and innovation in digital technology (France)
Talk: Towards assessing and improving brain-computer interface user-training?
Stefano Mazzoleni
Department of Electrical and Information Engineering
Polythechnic University of Bari (Italy)
Talk: AI-driven robot-assisted neurorehabilitation: from experimental trials towards a safe, reliable and effective human-robot interaction.
Francesco Ferrise
Department of Mechanical Engineering
Politecnico di Milano (Italy)
Talk: Emotion elicitation in virtual reality: techniques and applications.
Contributions
Emotion detection using deep learning on spectrogram images of the electroencephalogram
Mauro MezziniRespiratory rate estimation via sensor pressure mattress: a single subject evaluation
Artemisia Sarteschi, Domenico G. SorrentiA multi-artifact EEG denoising by frequency-based deep learning
Matteo Gabardi, Aurora Saibene, Francesca Gasparini, Daniele Rizzo, Fabio Antonio StellaAssessing the impact of selective attention in a minimalist virtual reality driving simulator: An analysis of perceived experience and motion sickness
Alessio Facchin, Stefania La Rocca, Veronica Strina, Laura Vacchi, Carlotta Lega, Simone FontanaPsychological stress detection with optimally selected EEG channel using machine learning techniques
Anne Joo Marthinsen, Ivar Tesdal Galtung, Amandeep Cheema, Christian Moe Sletten, Ida Marie Andreassen, Øystein Sletta, Andres Soler, Marta MolinasAn experimental protocol to access immersiveness in video games
Marika Malaspina, Jessica Amianto Barbato, Marco Cremaschi, Francesca Gasparini, Alessandra Grossi, Aurora Saibene
AIxHMI 2022
The 1st Workshop on Artificial Intelligence for Human-Machine Interaction took place in Udine (Italy) on December 02, 2022 and was co-located with the 21st International Conference of the Italian Association for Artificial Intelligence.
Workshop Proceedings: https://ceur-ws.org/Vol-3368/
Workshop Chairs: Silvia Corchs, Aurora Saibene, Jordi Solé-Casals.
Organizing Chairs: Francesca Gasparini, Mirko Caglioni.
PC Members
Gloria Beraldo, Istituto di Scienze e Tecnologie della Cognizione - Consiglio Nazionale delle Ricerche (Italy).
Mirko Caglioni, University of Milano-Bicocca (Italy).
Cesar Caiafa, Argentinean Radioastronomy Institute (IAR) - CONICET, University of Buenos Aires (Argentina).
Giulia Cisotto, University of Milano-Bicocca (Italy).
Simone Fontana, University of Milano-Bicocca (Italy).
Shkurta Gashi, Università della Svizzera-Italiana (Switzerland).
Francesca Gasparini, University of Milano-Bicocca (Italy).
Angela Locoro, University of Insubria (Italy).
Karmele Lopez de Ipiña, University of the Basque Country (Spain).
Pere Marti-Puig, Universitat de Vic - Universitat Central de Catalunya (Spain).
Marta Molinas, Norwegian University of Science and Technology (Norway).
Evangelos Niforatos, Delft University of Technology (The Netherlands).
Agnese Sbrollini, Università Politecnica delle Marche (Italy).
Marta Maria Sosa Navarro, University of Milano-Bicocca (Italy).
Sun Zhe, RIKEN (Japan).
Invited Speakers
Marta Molinas
Department of Engineering Cybernetics
Faculty of Information Technology and Electrical Engineering
Norwegian University of Science and Technology (Norway)
Talk: Evolution of EEG systems from high density to wearables: opportunities for expansion
Slobodan Tanackovic
Sales Manager at g.tec medical engineering GmbH (Austria)
Talk: Current and future applications of brain-computer interfaces
Daniel Rodríguez-Martín
COO of Sense4care (Spain)
Talk: STAT-ON: Monitoring mobility in Parkinson´s Disease
Evangelos Niforatos
Department of Sustainable Design Engineering
Faculty of Industrial Design Engineering
TU Delft (Netherlands)
Talk: Head-Mounted Displays and Physiological Sensing for Human-Machine Interaction
Contributions
Bridging the gap between human-gaze data and table summarisation
Jessica Amianto Barbato, Marco CremaschiThe evolution of AI approaches for motor imagery EEG-based BCIs
Aurora Saibene, Silvia Corchs, Mirko Caglioni, Francesca GaspariniLet’s put a smile on your face
Marcis Teodors Upenieks, Evalds UrtansHuman emotion recognition from EEG signals: model evaluation in DEAP and SEED datasets
Mohit Kumar, Marta MolinasInner speech recognition through electroencephalographic signals
Francesca Gasparini, Elisa Cazzaniga, Aurora SaibeneThe bias of artificial intelligence within the justice field
Ludovico Papalia