The 3rd Workshop on Artificial Intelligence for Human-Machine Interaction took place in Bolzano (Italy) on November 28, 2024 and was co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence.
Workshop Proceedings: https://ceur-ws.org/Vol-3903/
Workshop Chairs: Silvia Corchs, Simone Fontana, Aurora Saibene, Jordi Solé-Casals.
Organizing Chairs: Francesca Gasparini.
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).
Nicolò Dozio, Politecnico di Milano (Italy).
Francesco Ferrise, Politecnico di Milano (Italy).
Mirco Gallazzi, University of Insubria (Italy).
Ignazio Gallo, University of Insubria (Italy).
Francesca Gasparini, University of Milano-Bicocca (Italy).
Riccardo Giussani, Politecnico di Milano (Italy).
Alessandra Grossi, University of Milano-Bicocca (Italy).
Carlotta Lega, University of Pavia (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).
Claudia Rabaioli, University of Milano-Bicocca (Italy).
Agnese Sbrollini, Università Politecnica delle Marche (Italy).
Marta Maria Sosa Navarro, University of Milano-Bicocca (Italy).
Toshihisa Tanaka, Tokyo University of Agriculture and Technology (Japan).
Sun Zhe, RIKEN (Japan).
CEO of LIFE Neurotech - https://www.lifeneurotech.com
CPO at Sense4Care - https://www.sense4care.com/
Talk: AI to detect Parkinson’s disease symptoms via wearables: from detection to management to treatment
MultiMedia Signal Processing (MMSP) laboratory
https://mmsp.unimib.it/
Department of Informatics, Systems and Communication
University of Milano-Bicocca (Italy)
Talk: AI personalised models based on subjective data
Human-centered Technologies and Machine Intelligence Lab
https://hct.projects.unibz.it/
Faculty of Engineering
Free University of Bozen-Bolzano (Italy)
Talk: The role of physiological signals in human-machine interaction
Rule enforcement in LLMs: a parameter efficient fine-tuning approach with self-generated training dataset
Daniele Franch, Pierluigi Roberti and Enrico Blanzieri
Habit Coach: customizing RAG-based chatbots to support behavior
Arian Fooroogh Mand Arabi, Cansu Koyuturk, Michael T. O'Mahony, Raffaella Calati and Dimitri Ognibene
Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs
Chiara Antico, Stefano Giordano, Cansu Koyuturk and Dimitri Ognibene
The reliance misconception: evaluating metrics of agreement, reliance, and AI influence in classification tasks
Caterina Fregosi, Andrea Campagner, Chiara Natali and Federico Cabitza
Digital biomarkers of mood states from speech in bipolar disorder
Cristina Crocamo, Aurelia Canestro, Dario Palpella, Riccardo M. Cioni, Christian Nasti, Susanna Piacenti, Alessandra Bartoccetti, Martina Re, Valentina Simonetti, Chiara Barattieri di San Pietro, Maria Bulgheroni, Francesco Bartoli and Giuseppe Carrà
Are we all good actors? A study on the feasibility of generalizing speech emotion recognition models
Alessandra Grossi, Alberto Milella, Riccardo Mattia and Francesca Gasparini
A multi-source deep learning model for music emotion recognition
Sofia Cazzaniga, Francesca Gasparini and Aurora Saibene
Co-design of scenarios for interacting with a NAO robot in treating autism spectrum condition
N. Alberto Borghese, Francesca Ciardo, Eleonora Chitti, Raffaele Scuotto, Rossana Actis-Grosso, Filippo Cavallo, Laura Fiorini, Lorenzo Pugi, Bendetta Olivari, Maria Antonia Tedoldi, Cecilia Carenzi and Paola Ricciardelli
Soundscapes of the soul: Armonia vitale
Federica Perez and Claudia Rabaioli
The ability of generative AI to express emotions through abstract images
Fabrizio Serrao, Alberto Gallace, Marcello Gallucci and Alessandro Gabbiadini
A protocol to evaluate the impact of visual distractors on driving attention using a virtual reality simulator
Simone Fontana, Andrea Massironi, Marco Alessandro Petilli, Carlotta Lega and Emanuela Bricolo
ARnopoly: exploring strengths and weaknesses of AR experience enhancing board games
Eleonora Chitti, Andrea Barbagallo, Andrea Delia and N. Alberto Borghese
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.
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).
IRISA
The French laboratory for research and innovation in digital technology (France)
Talk: Towards assessing and improving brain-computer interface user-training?
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.
Department of Mechanical Engineering
Politecnico di Milano (Italy)
Talk: Emotion elicitation in virtual reality: techniques and applications.
Emotion detection using deep learning on spectrogram images of the electroencephalogram
Mauro Mezzini
Respiratory rate estimation via sensor pressure mattress: a single subject evaluation
Artemisia Sarteschi, Domenico G. Sorrenti
A multi-artifact EEG denoising by frequency-based deep learning
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
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
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
Marika Malaspina, Jessica Amianto Barbato, Marco Cremaschi, Francesca Gasparini, Alessandra Grossi, Aurora Saibene
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.
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).
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
Sales Manager at g.tec medical engineering GmbH (Austria)
Talk: Current and future applications of brain-computer interfaces
COO of Sense4care (Spain)
Talk: STAT-ON: Monitoring mobility in Parkinson´s Disease
Department of Sustainable Design Engineering
Faculty of Industrial Design Engineering
TU Delft (Netherlands)
Talk: Head-Mounted Displays and Physiological Sensing for Human-Machine Interaction
Bridging the gap between human-gaze data and table summarisation
Jessica Amianto Barbato, Marco Cremaschi
The evolution of AI approaches for motor imagery EEG-based BCIs
Aurora Saibene, Silvia Corchs, Mirko Caglioni, Francesca Gasparini
Let’s put a smile on your face
Marcis Teodors Upenieks, Evalds Urtans
Human emotion recognition from EEG signals: model evaluation in DEAP and SEED datasets
Mohit Kumar, Marta Molinas
Inner speech recognition through electroencephalographic signals
Francesca Gasparini, Elisa Cazzaniga, Aurora Saibene
The bias of artificial intelligence within the justice field
Ludovico Papalia