Time (Rome) Conference Hall Marconi Hall Laguna Hall VideoConference Hall

Wednesday, October 26
09:00-09:30 Opening Ceremony - Welcome Addresses
09:30-11:10 S 1.1: Artificial intelligence, machine learning and computer vision in healthcare S 1.2: Instrumentation and Measurement for Battery-powered XR headsets and neural interfaces S 1.3: SPECIAL EVENT - Digital for Health - PART 1 S 1.4: User Performance Assessment/Measurement in XR
11:10-11:30 COFFEE BREAK / DEMO SESSION 1.1
11:30-12:30 Plenary Session - Keynote Speaker: Mariano Alcañiz
12:30-13:20 Tutorial Session - Davide Denaro, STMicroelectronics
13:20-14:00 LUNCH
14:00-14:30 PS 1: LUNCH + POSTER SESSION #1
14:30-16:10 S 2.1: eXtended Reality as a gateway to the Metaverse: Practices, Theories, Technologies and Applications S 2.2: Motor Imagery - based Brain-Computer Interfaces: improving user performance to go beyond the laboratory S 2.3: SPECIAL EVENT - Digital for Health - PART 2 S 2.4: Ultra-low-power data sensing and processing based on artificial intelligence technologies
16:10-16:30 COFFEE BREAK / DEMO SESSION 1.2
16:30-18:10 S 3.1: Human bodily perception. Enhanced dimensions for eXtended Reality and neural engineering S 3.2: Artificial Intelligence, Metrology and eXtended Reality for Criminal Investigation and Forensic Science S 3.3: SPECIAL EVENT - Digital for Health - PART 3 S 3.4: Anomaly detection on Cyber Physical Systems

Thursday, October 27
09:00-10:40 S 4.1: Machine learning analysis and simulation approaches for biomedical engineering - PART 1 S 4.2: PANEL - Res4NET S 4.3: SPECIAL EVENT - Psychobit - PART 1  
10:40-11:00 COFFEE BREAK / DEMO SESSION 2.1
11:00-12:00 Plenary Session - Keynote Speaker: Gernot Müller-Putz
12:00-13:40 S 5.1: Machine learning analysis and simulation approaches for biomedical engineering - PART 2 S 5.2: PANEL - WIE Italy Section AG S 5.3: SPECIAL EVENT - Psychobit - PART 2  
13:40-14:10 LUNCH
14:10-14:40 PS 2: LUNCH + POSTER SESSION #2
14:40-15:30 Tutorial Session - Speaker: Marco Nalin
15:30-15:50 COFFEE BREAK / DEMO SESSION 2.2
15:50-17:30 S 6.1: Immersive Teleoperation and Medical AI S 6.2: Biosignal-based Measurements of Mental States S 6.3: SPECIAL EVENT - Digital for Health - Lab Activity S 6.4: Metrological methods and results on eXtended Reality, Artificial Intelligence and Neural Engineering in Healthcare

Friday, October 28
09:00-10:40 S 7.1: AI-enabled solutions for e-health and value-cocreation S 7.2: Legal aspects on Science & Society in Brain Computer Interface S 7.3: Neural Data Contest - PART 1 S 7.4: SPECIAL EVENT - Bitscope - PART 1
10:40-11:00 COFFEE BREAK / DEMO SESSION 3.1
11:00-12:00 Plenary Session - Keynote Speaker: Jim Spohrer
12:00-13:40 S 8.1: Sensors, Extended Reality and Artificial Intelligence for Human Behavior Analysis S 8.2: Soft Sensors for Industry 4.0 S 8.4: Neural Data Contest - PART 2 S 8.3: SPECIAL EVENT - Bitscope - PART 2
13:40-14:10 LUNCH
14:10-14:40 PS 3: LUNCH + POSTER SESSION #3
14:40-15:30 Tutorial Session - Speaker: Salvatore D'Onofrio
15:30-15:50 COFFEE BREAK / DEMO SESSION 3.2
15:50-17:30 S 9.1: Intrinsic Uncertainty in EEG-based Passive Brain Computer Interface (BCI) S 9.2: Effective brain-computer interfaces based on active paradigms and extended reality S 9.3: Ph.D. Forum S 9.4: From Artificial Intelligence to Extended Reality for Emergency and Disaster Management
17:30-17:50 Closing and Award Ceremony

Wednesday, October 26

Wednesday, October 26 9:00 - 9:30 (Europe/Rome)

Opening Ceremony - Welcome Addresses

Wednesday, October 26 9:30 - 11:10 (Europe/Rome)

S 1.1: Artificial intelligence, machine learning and computer vision in healthcare

Room: Conference Hall
Chair: Andrea Apicella (University of Naples Federico II, Italy)
9:30 Deep Learning Model for Blood Pressure Estimation From PPG Signal
Minseong Kim (Electronics and Telecommunications Research Institute, Korea (South)); Kwang-Yong Kim (ETRI, Korea (South)); Kyu Hyung Kim (Electronic and Telecommunications Research Institute, Korea (South)); Hyeonjeong Lee (Electronics and Telecommunications Research Institute, Korea (South))
9:50 CASPAR: Cloud-Based Alzheimer's, Schizophrenia and Parkinson's Automatic Recognizer
Selene Tomassini (University of Trento, Italy); Paolo Sernani (University of Macerata, Italy); Nicola Falcionelli (Marche Polytechnic University, Italy); Aldo F. Dragoni (Università Politecnica Delle Marche, Italy)
10:10 Sign Detect: An App to Detect Sign Language
Dhruvisha Vikas Mondhe, Rutuja Patil, Vaishnavi Jadhav and Priyal Agarwal (University of Mumbai, India); Lifna Challissery Samu (VES Institute of Technology, University of Mumbai, India)
10:30 Pneumonia Detection in Chest X-Ray Images Using Convolutional Neural Networks
Esteban J. Palomo, Miguel Zafra-Santisteban and Rafael M. M. Luque-Baena (University of Malaga, Spain)
10:50 Stenosis Detection in Coronary Angiography Images Using Deep Learning Models
Rafael M. M. Luque-Baena, Irene Romero-Granados, Ariadna Jiménez-Partinen and Esteban J. Palomo (University of Malaga, Spain); Manuel Jiménez-Navarro (Hospital Universitario, Spain)

S 1.2: Instrumentation and Measurement for Battery-powered XR headsets and neural interfaces

Room: Marconi Hall
Chairs: Loredana Cristaldi (Politecnico di Milano, Italy), Emil Petkovski (Politecnico di Milano, Italy)
9:30 Data-Driven Parameter Identification of an Electrochemical Model for Lithium-Ion Batteries With Artificial Intelligence
Weihan Li (Hüttenstr. 5 & Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Germany); Dirk Sauer (RWTH Aachen, Germany)
10:10 Automated Test Equipment for Battery Characterization: A Proposal
Silvia Colnago, Marco Faifer, Emil Petkovski and Luigi Piegari (Politecnico di Milano, Italy)
10:30 An Application of Failure Modes, Effects and Criticality Analysis (FMECA) Method to the Assessment of Battery Life Cycle
Loredana Cristaldi, Emil Petkovski and Elena Molena (Politecnico di Milano, Italy)
10:50 State of Health Analysis for Lithium-Ion Batteries Considering Temperature Effect
Farzaneh Lashgari, Emil Petkovski and Loredana Cristaldi (Politecnico di Milano, Italy)

S 1.3: SPECIAL EVENT - Digital for Health - PART 1

Room: Laguna Hall

S 1.4: User Performance Assessment/Measurement in XR

Room: VideoConference Hall
Chair: Antonio Uva (Politecnico di Bari, Italy)
9:30 Investigating the Effects on User Performance and Perceived Workload of Environmental Noise in Immersive Virtual Reality
Vito M. Manghisi, Francesco Martellotta and Alessandro Evangelista (Polytechnic University of Bari, Italy); Claudia Giliberti, Raffaele Mariconte, Maurizio Diano and Valerio Galasso (Inail, Italy); Antonio Uva (Polytechnic University of Bari)
9:50 A Comprehensive UX Index to Evaluate Industrial Tasks From a Human-Centered Perspective
Riccardo Karim Khamaisi, Elisa Prati, Fabio Grandi, Margherita Peruzzini and Marcello Pellicciari (University of Modena and Reggio Emilia, Italy)
10:10 Augmented Reality for Assembly Operation Training: Does Immersion Affect the Recall Performance?
Andrea Generosi (Università Politecnica delle Marche, Italy); Thomas Agostinelli (Università Politecnica Delle Marche, Italy); Silvia Ceccacci (University of Macerata, Italy); Maura Mengoni (Università Politecnica delle Marche, Italy)
10:30 Assist the VR Trainer - Real-Time Dashboard and After-Action Review for Police VR Training
Markus Murtinger (USECON GmbH & AIT Austrian Institute of Technology GmbH, Austria); Jakob C Uhl (AIT Austrian Institute of Technology GmbH & PLUS University of Salzburg, Austria); Helmut Schrom-Feiertag and Quynh Nguyen (AIT Austrian Institute of Technology GmbH, Austria); Birgit Harthum (USECON GmbH, Austria); Manfred Tscheligi (University of Salzburg, Austria)
10:50 Quantifying User Behaviour in Multisensory Immersive Experiences
Reza Amini Gougeh (INRS-EMT, University of Québec, Canada); Belmir J. de Jesus, Jr. (INRS, Canada); Marilia Karla Soares Lopes (INRS-EMT, Canada); Marc-Antoine Moinnereau (INRS-EMT, Canada & Kaptics, Canada); Walter Schubert (INRS-EMT, University of Québec, Canada); Tiago Falk (INRS-EMT, Canada)

Wednesday, October 26 11:10 - 11:30 (Europe/Rome)

COFFEE BREAK / DEMO SESSION 1.1

DEMO PRESENTERS
Interactive Augmented Reality loaded pallet shape checking experience - Alessandro Luchetti, University of Trento, Italy
HappyFeat, an interactive and efficient BCI Framework (for clinical applications) - Arthur Desbois, Paris Brain Institute / INRIA

Wednesday, October 26 11:30 - 12:30 (Europe/Rome)

Plenary Session - Keynote Speaker: Mariano Alcañiz

How to characterize human cognition using extended reality and cognitive neuroscience: the concept of Extended Reality-based Behavioral Biomarkers (XRBB)

Wednesday, October 26 12:30 - 13:20 (Europe/Rome)

Tutorial Session - Davide Denaro, STMicroelectronics

Design and deployment of interoperable deeply quantized neural networks for in-sensor and micro-controller computing

Wednesday, October 26 13:20 - 14:00 (Europe/Rome)

LUNCH

Wednesday, October 26 14:00 - 14:30 (Europe/Rome)

PS 1: LUNCH + POSTER SESSION #1

A Study of Synchronization Deviation Between Vision and Haptic in Multi-Sensorial Extended Reality
Zheng Li, Xiaxin Yuan, Yijing Chen, Siyan Xie, Liangkai Li, Yi An, Yinheng Lin and Zhijun Zhao (Fuzhou University, China); Joseph Timoney (Maynooth University, Ireland); Ting Bi (6G Center, unknown)
The Metaverse - A Universe of Human Digital Clones
Sherwin S Jaleel (IBM, United Kingdom (Great Britain))
The Impact of Ankle-Foot Orthosis on Walking Features of Drop Foot Patients
Federica Amitrano (Bioengineering Unit Telese Terme and Bari, ICS Maugeri SPA SB, Italy); Armando Coccia (ICS Maugeri SPA SB, Italy); Giuseppe Cesarelli (University of Naples Parthenope, Italy); Leandro Donisi (University of Naples Federico II, Italy); Gaetano Pagano (ICS Maugeri SB of Bari, Italy); Mario Cesarelli (University of Naples Federico II, Italy); Giovanni D'Addio (S. Maugeri Foundation, Rehabilitation Institute of Telese, Italy)
Virtual Reality User-Scene Interaction: Head-Rotation Versus Joystick Movements
Salvatore Livatino (University of Hertfordshire, United Kingdom (Great Britain)); Alessandro Zocco (Elettronics Group (ELT), Italy); Yasir Iqbal, Phillip Gainley and Giuseppe Morana (University of Hertfordshire, United Kingdom, United Kingdom (Great Britain)); Giovanni Maria Farinella (University of Catania, Italy)
Detecting Cognitive Decline Using a Novel Doodle-Based Convolutional Neural Network
Connor Pearson, Beatriz de la Iglesia and Saber Sami (University of East Anglia, United Kingdom (Great Britain))
EEG Features of the Interaction Between Sense of Agency and Body Ownership: A Motor Imagery BCI Case Study
Pasquale Arpaia (University of Naples Federico II, Italy); Mariano D'Angelo (Karolinska Institutet, Stockholm, Sweden); Giovanni D'Errico (Politecnico di Torino, Italy); Lucio T De Paolis (University of Salento, Lecce, Italy); Antonio Esposito (Università degli Studi di Napoli Federico II, Italy & Augmented Reality for Health Monitoring Laboratory (ARHEMlab), Italy); Sabrina Grassini (Politecnico di Torino, Italy); Nicola Moccaldi (University of Naples Federico II, Italy); Angela Natalizio (Politecnico di Torino, Italy); Benito Luigi Nuzzo (University of Salento, Italy)
Medical Imaging: Artificial Intelligence (AI) and Decision Uncertainty - a Short Survey
Giuseppe Schirripa Spagnolo (University of "Roma Tre", Italy); Fabio Leccese ("Roma Tre" University, Italy)
Modulation of Error-Related Negativity Under Construction of Internal Model
Kiyoyuki Osugi, Yusuke Yokota and Yasushi Naruse (National Institute of Information and Communications Technology, Japan)

Wednesday, October 26 14:30 - 16:10 (Europe/Rome)

S 2.1: eXtended Reality as a gateway to the Metaverse: Practices, Theories, Technologies and Applications

Room: Conference Hall
Chair: Giuseppe Caggianese (National Research Council of Italy, Italy)
14:30 An Easy Hand Gesture Recognition System for XR-Based Collaborative Purposes
Nicola Felice Capece, Gilda Manfredi and Vincenzo Macellaro (University of Basilicata, Italy); Pietro Carratù (Youbiquo S r l, Italy)
14:50 Safeguarding Face-To-Face Communication in Augmented Reality: An Adaptive Interface
Luigi Casoria (Consiglio di Ricerca Nazionale, Italy); Luigi Gallo (Pegaso University, Italy & National Research Council of Italy, Institute for High Performance Computing and Networking, Italy); Giuseppe Caggianese (National Research Council of Italy, Italy)
15:10 Prototyping Industrial Workstation in the Metaverse: A Low Cost Automation Assembly Use Case
Federico Manuri, Nicola Gravina and Andrea Sanna (Politecnico di Torino, Italy); Paolo Brizzi (Competence Industry Manufacturing, Italy)
15:30 The Internet of Senses: A Position Paper on the Challenges and Opportunities of Multisensory Immersive Experiences for the Metaverse
Tiago Falk (INRS-EMT, Canada); Le Bao Long (University of Québec, Canada); Roberto Morandotti (INRS-EMT, Canada)
15:50 A Cross Platform Metaverse Data Management System
Chengxin Song, Bohan Chen, Boyu Lin, Xin Xu, Ruoyan Tang, Yunxuan Lin and Yuan Yao (Fuzhou University, China); Joseph Timoney (Maynooth University, Ireland); Ting Bi (6G Center, unknown)

S 2.2: Motor Imagery - based Brain-Computer Interfaces: improving user performance to go beyond the laboratory

Room: Marconi Hall
Chair: Léa Pillette (INCIA, France)
14:30 Identifying Factors Influencing the Outcome of BCI-Based Post Stroke Motor Rehabilitation Towards Its Personalization With Artificial Intelligence
David Trocellier and Bernard N'Kaoua (Université de Bordeaux, France); Fabien Lotte (Inria Bordeaux Sud-Ouest, France & LaBRI Univ Bordeaux - CNRS - Bordeaux INP, France)
14:50 Enhancing Motor-Imagery Brain-Computer Interface Training With Embodied Virtual Reality: A Pilot Study With Older Adults
Athanasios Vourvopoulos (Instituto Superior Técnico (IST), Universidade de Lisboa, Portugal); Diego Blanco-Mora (N-LINCS Madeira, ARDITI, Portugal); Audrey Aldridge (Mississippi State University, USA); Carolina Jorge (N-LINCS Madeira, ARDITI, Portugal); Patrícia Figueiredo (Instituto Superior Técnico, Portugal); Sergi Bermúdez i Badia (Universidade da Madeira, Portugal)
15:10 Is Event-Related Desynchronization Variability Correlated With BCI Performance?
Sébastien Rimbert (Inria Bordeaux Sud-Ouest, France); David Trocellier (Université de Bordeaux, France); Fabien Lotte (Inria Bordeaux Sud-Ouest, France & LaBRI Univ Bordeaux - CNRS - Bordeaux INP, France)
15:30 Embedding Neurophysiological Signals
Pierre Guetschel (Donders Institute for Brain and Cognition, The Netherlands); Théodore Papadopoulo (INRIA CRI-SAM, France); Michael Tangermann (Donders Institute for Brain, Cognition and Behaviour, The Netherlands)
15:50 Improving Classification Accuracy of Motor Imagery Tasks With Novel Neurophysiological Markers
Sotirios Papadopoulos (University Lyon 1 & Lyon Neuroscience Research Center, Institut Des Sciences Cognitives Marc Jeannerod, France); Marco Congedo (GIPSA-Lab, France); James Bonaiuto (Institut Des Sciences Cognitives Marc Jeannerod, France); Jeremie Mattout (INSERM, France)

S 2.3: SPECIAL EVENT - Digital for Health - PART 2

Room: Laguna Hall

S 2.4: Ultra-low-power data sensing and processing based on artificial intelligence technologies

Room: VideoConference Hall
Chair: Giorgio Ferrari (Politecnico di Milano, Italy)
14:30 Neural Keypoint Detection for Visual Gestures on Micro-Controllers
Danilo Pietro Pau, Davide Denaro, Marco Lattuada and Mahdi Mseddi (STMicroelectronics, Italy)
14:50 Oscillatory Neural Network for Edge Computing: A Mobile Robot Obstacle Avoidance Application
Madeleine Abernot (LIRMM, University of Montpellier, CNRS, France); Hamza Amara (University of Rennes - Irisa, France); Thierry Gil (LIRMM, University of Montpellier, CNRS, France); Aida Todri-Sanial (CNRS-LIRMM, France)
15:10 Experimental Validation of an Analog Spiking Neural Network With STDP Learning Rule in CMOS Technology
Elisabetta Polidori, Giovanni Camisa, Cristina Polidori and Alireza Mesri (Politecnico di Milano, Italy); Michele Mastella (University of Groningen, The Netherlands); Enrico Prati (Università degli Studi di Milano, Italy); Giorgio Ferrari (Politecnico di Milano, Italy)
15:30 Edge of Chaos Behind Bistability of the Inhomogeneous in Homogeneous Cellular Media
Alon Ascoli (TU Dresden, Germany); Ahmet Samil Demirkol (Technische Universität Dresden, Germany); Nicolas Schmitt (TU Dresden, Germany); Ronald Tetzlaff (Technische Universität Dresden, Germany); Leon Chua (University of California Berkeley, Germany)
15:50 AEGNN: Asynchronous Event-Based Graph Neural Networks
Daniel Gehrig (University of Zurich & ETH Zurich, Switzerland); Simon Schaefer (Technical University of Munich, Germany)

Wednesday, October 26 16:10 - 16:30 (Europe/Rome)

COFFEE BREAK / DEMO SESSION 1.2

DEMO PRESENTERS
Interactive Augmented Reality loaded pallet shape checking experience - Alessandro Luchetti, University of Trento, Italy
HappyFeat, an interactive and efficient BCI Framework (for clinical applications) - Arthur Desbois, Paris Brain Institute / INRIA

Wednesday, October 26 16:30 - 18:10 (Europe/Rome)

S 3.1: Human bodily perception. Enhanced dimensions for eXtended Reality and neural engineering

Room: Conference Hall
16:30 The Influence of Spatial Factors on Bio Signals and Its Relation to Presence in Virtual Reality Environments
Selina Christin Wriessnegger, Lisa-Marie Autengruber and Luis-Alberto Barradas Chacón (Graz University of Technology, Austria); Johanna Pirker (LMU & Graz University of Technology, Austria); Saeed Safikhani (Graz University of Technology, Austria)
16:50 Usability of an Embodied CAVE System for Spatial Navigation Rehabilitation in Mild Cognitive Impairment
Cosimo Tuena (Istituto Auxologico Italiano, Italy); Silvia Serino (Università Cattolica di Milano, Italy); Sara Maestri, Elisa Pedroli, Chiara Stramba-Badiale, Giulia Brizzi and Karine Goulene (Istituto Auxologico Italiano, Italy); Pietro Cipresso (University of Turin, Italy); Marco Stramba-Badiale (Istituto Auxologico Italiano, Italy); Giuseppe Riva (Istituto Auxologico, Italy)
17:10 Can You Empathize With Me? Development of a 360° Video-Training to Enhance Residents' Empathic Abilities
Maria Sansoni (Catholic University of Sacred Heart Milan, Italy); Sabrina Bartolotta (Experience Lab, Catholic University of Sacred Heart Milan, Italy); Andrea Gaggioli (Università Cattolica del Sacro Cuore, Italy); Giuseppe Riva (Istituto Auxologico, Italy)
17:30 Follow the Flow: A Prospective on the On-Line Detection of Flow Mental State Through Machine Learning
Elena Sajno (Università Cattolica del Sacro Cuore, Milano & University of Pisa, Italy); Andrea Beretta (ISTI - CNR, Italy); Nicole Novielli (Universita' di Bari, Italy); Giuseppe Riva (Istituto Auxologico, Italy)
17:50 Preliminary Personality Model for Social Robots Based on the Cognitive-Affective Processing System Theory
Andrea Gargano and Lorenzo Cominelli (University of Pisa, Italy); Caterina Vannucci and Luca Cecchetti (IMT School for Advanced Studies Lucca, Italy); Enzo Pasquale Scilingo (University of Pisa, Italy)

S 3.2: Artificial Intelligence, Metrology and eXtended Reality for Criminal Investigation and Forensic Science

Room: Marconi Hall
Chair: Aldo F. Dragoni (Università Politecnica Delle Marche, Italy)
16:30 Legal Evidence and Metrics
Ephraim Nissan (University of London, United Kingdom (Great Britain))
17:10 Analyzing the Impact of Police Mugshots in Face Verification for Crime Investigations
Paolo Contardo and Emanuele Di Lorenzo (Università Politecnica Delle Marche, Italy); Nicola Falcionelli (Marche Polytechnic University, Italy); Aldo F. Dragoni (Università Politecnica Delle Marche, Italy); Paolo Sernani (University of Macerata, Italy)
17:30 Hyperspectral Imaging for Biological Stains Detection
Milena Martarelli (Università Politecnica delle Marche, Italy); Leonardo Melappioni (UNIVPM, Italy); Nicola Giulietti (Università degli Studi di Pavia, Italy); Silvia Discepolo (UNIVPM, Italy); Paolo Castellini (Università Politecnica delle Marche, Italy)

S 3.3: SPECIAL EVENT - Digital for Health - PART 3

Room: Laguna Hall

S 3.4: Anomaly detection on Cyber Physical Systems

Room: VideoConference Hall
Chairs: Vincenzo Moscato (Federico II University, Italy), Giancarlo Sperlì (Federico II University, Italy)
16:30 DDPG Based End-To-End Driving Enhanced With Safe Anomaly Detection Functionality for Autonomous Vehicles
Giacomo Basile (Università degli Studi di Napoli Federico II, Italy); Alberto Petrillo (University of Naples Federico II, Italy); Stefania Santini ("Federico II", Italy)
16:50 Effects of Electromagnetic Inductive Attack on the Performance of a Boost DC-DC Converter
Ciro Attaianese, Gianluca Brando and Adolfo Dannier (University of Naples Federico II, Italy); Andrea Del Pizzo (University of Napoli Federico II, Italy); Luigi Pio Di Noia (Università of Naples Federico II, Italy)
17:10 A Deep Learning Pipeline for Network Anomaly Detection Based on Autoencoders
Antonino Ferraro, Antonio Galli, Valerio La Gatta and Marco Postiglione (University of Naples Federico II, Italy)
17:30 A Survey on XAI for Cyber Physical Systems in Medicine
Nicola Alimonda (University of Milano - Bicocca, Italy); Luca Guidotto and Lorenzo Malandri (University of Milano Bicocca, Italy); Fabio Mercorio (University of Milano-Bicocca, Italy); Mario Mezzanzanica (University of Milano Bicocca, Italy); Giovanni Tosi (University of Milano - Bicocca, Italy)
17:50 Robust Estimation of Hand Movements: From Estimation to Fault Detection
Ines Chihi (University of Luxembourg, Luxembourg)

Thursday, October 27

Thursday, October 27 9:00 - 10:40 (Europe/Rome)

S 4.1: Machine learning analysis and simulation approaches for biomedical engineering - PART 1

Room: Conference Hall
Chairs: Leandro Donisi (University of Naples Federico II, Italy), Carlo Ricciardi (University of Naples Federico II, Italy)
9:00 Assessing Early-Stage Parkinson's Disease Using BioVRSea
Deborah Jacob, Marco Recenti and Romain Aubonnet (Institute of Biomedical and Neural Engineering, Reykjavik University, Reykjavik, Iceland); Sigrún Anna Auðardóttir and Þorbjörg Ída Ívarsdóttir (Reykjavik University, Iceland); Bérangère Burgunder (Institute of Biomedical and Neural Engineering, Reykjavik University, Reykjavik, Iceland); Itziar Mengual i Escalona (Reykjavik University, Iceland); Anna Björnsdóttir (Heilsuklasinn Parkinson Clinic, Reykjavik, Iceland); Hannes Petersen (Akureyri Hospital, Iceland); Paolo Gargiulo (Proffesor at Reykjavik University, Iceland); Andrea Colacino (Reykjavik University, Iceland)
9:20 Assessment of Femoral Cartilage Morphological and Topological Features Using Machine Learning
Arnar E. Gunnarsson (Reykjavik University, Iceland); Paolo Gargiulo (Proffesor at Reykjavik University, Iceland); Alessia Lindemann (University of Bologna, Italy); Chiara Belfiori (Reykjavik University, Iceland); Riccardo Forni (Institute of Biomedical and Neural Engineering, Reykjavik University, Reykjavik, Iceland & University of Bologna, Italy); Federica Kiyomi Ciliberti (Reykjavik University, Iceland)
9:40 A Combined Simulation and Machine Learning Approach to Classify Severity of Infarction Patients
Anna Procopio (Università degli Studi Magna Græcia di Catanzaro, Italy); Giuseppe Cesarelli (University of Naples Parthenope, Italy); Salvatore De Rosa (Università degli Studi Magna Græcia di Catanzaro, Italy); Leandro Donisi (University of Naples Federico II, Italy); Claudia Critelli (Magna Græcia University, Italy); Alessio Merola (Università degli studi Magna Græcia di Catanzaro, Italy); Ciro Indolfi (University Magna Graecia of Catanzaro, Italy); Carlo Cosentino (Universita' degli Studi Magna Graecia di Catanzaro, Italy); Francesco Amato (University of Naples Federico II, Italy)
10:00 The Role of Muscle and Tendon in Predicting Cartilage Degeneration and Tendinopathy
Zakia Khatun (Università degli Studi di Salerno, Italy); Mariella Tsirilaki (Landspitali, University Hospital of Iceland, Iceland); Alessia Lindemann (University of Bologna, Italy); Francesco Tortorella and Nicola Maffulli (Università degli Studi di Salerno, Italy); Halldór Jónsson Jr (Landspitali Hospital, Iceland); Paolo Gargiulo (Proffesor at Reykjavik University, Iceland)
10:20 Effect of X-Ray Scatter Correction on the Estimation of Attenuation Coefficient in Mammography: A Simulation Study
Mario Sansone (University 'Federico II' of Naples, Italy); Alfonso M Ponsiglione, Francesca Angelone and Francesco Amato (University of Naples Federico II, Italy); Roberto Grassi (University of Campania Luigi Vanvitelli, Italy)

S 4.2: PANEL - Res4NET

Room: Marconi Hall

S 4.3: SPECIAL EVENT - Psychobit - PART 1

Room: Laguna Hall
9:00 Greetings and Introduction to Software & Apps
9:40 A Web InBasket Serious Game to Prevent Cyberbullying Among Italian Preadolescents
Gianluca Mariano Colella (University of Calabria & University of Naples Federico II, Italy); Anna Lisa Palermiti, Maria Giuseppina Bartolo, Rocco Servidio, Angelo Mendicelli, Domenico Ielasi and Angela Costabile (University of Calabria, Italy)
9:55 Mental Health Mobile Apps to Empower Psychotherapy: A Narrative Review
Federico Diano, Michela Ponticorvo and Luigia Sica (University of Naples Federico II, Italy)
10:10 Computerized Training of Executive Functions in a Child With Specific Learning Disorders: A Descriptive Study
Raffaele Nappo (Metalab, Centro di Riabilitazione Neapolisanit & Dipartimento di Psicologia, Università degli Studi Luigi Vanvitelli, Italy); Mariangela Cerasuolo (AIAS, Italy); Francesco Ciaramella (Centro di Riabilitazione Neapolisanit, Italy); Roberta Simeoli (University of Naples Federico II, Italy); Jessica Napolitano (Università degli Studi della Campania Luigi Vanvitelli, Italy); Maddalena Giugliano (Centro di Riabilitazione Neapolisanit, Italy); Angelo Rega (Università Telematica Pegaso, Italy & School Psychology Research and INTervention Lab, Italy)
10:25 The Design of a Game-Based Software for Children With Autism Spectrum Disorder
Maria Luongo, Roberta Simeoli, Davide Marocco and Michela Ponticorvo (University of Naples Federico II, Italy)

Thursday, October 27 10:40 - 11:00 (Europe/Rome)

COFFEE BREAK / DEMO SESSION 2.1

DEMO PRESENTERS
In the shoes of dyslexic students - Enrique Yeguas Bolívar, University of Cordoba
ASTRAS (Artificial System for TRaining and Assessment) - Angelo Rega, University of Naples Federico II

Thursday, October 27 11:00 - 12:00 (Europe/Rome)

Plenary Session - Keynote Speaker: Gernot Müller-Putz

Movement decoding from non-invasive EEG: a chance for the spinal cord injured?

Thursday, October 27 12:00 - 13:40 (Europe/Rome)

S 5.1: Machine learning analysis and simulation approaches for biomedical engineering - PART 2

Room: Conference Hall
Chairs: Giuseppe Cesarelli (University of Naples Parthenope, Italy), Alfonso M Ponsiglione (University of Naples Federico II, Italy)
12:00 Breast Density Analysis on Mammograms: Application of Machine Learning With Textural Features
Francesca Angelone, Alfonso M Ponsiglione and Carlo Ricciardi (University of Naples Federico II, Italy); Maria Paola Belfiore and Gianluca Gatta (University of Campania Luigi Vanvitelli, Italy); Francesco Amato (University of Naples Federico II, Italy); Mario Sansone (University 'Federico II' of Naples, Italy); Roberto Grassi (University of Campania Luigi Vanvitelli, Italy)
12:20 Predicting Lifestyle Using BioVRSea Multi-Biometric Paradigms
Marco Recenti and Deborah Jacob (Reykjavik University, Iceland); Romain Aubonnet (Università di Roma Tor Vergata, Italy); Bérangère Burgunder, Itziar Mengual i Escalona, Arnar E. Gunnarsson and Federica Kiyomi Ciliberti (Reykjavik University, Iceland); Riccardo Forni (Institute of Biomedical and Neural Engineering, Reykjavik University, Reykjavik, Iceland & University of Bologna, Italy); Leandro Donisi (University of Naples Federico II, Italy); Hannes Petersen (Akureyri Hospital, Iceland); Paolo Gargiulo (Proffesor at Reykjavik University, Iceland)
12:40 Combining Simulation and Machine Learning for the Management of Healthcare Systems
Carlo Ricciardi (University of Naples Federico II, Italy); Giuseppe Cesarelli (University of Naples Parthenope, Italy); Alfonso M Ponsiglione, Gianmaria De Tommasi and Mario Cesarelli (University of Naples Federico II, Italy); Maria Romano (University of Naples "Federico II", Italy); Giovanni Improta and Francesco Amato (University of Naples Federico II, Italy)
13:00 Performing a Shorter Sway to Distinguish Parkinsonisms
Michela Russo (University of Naples FEDERICO II, Italy); Carlo Ricciardi (University of Naples Federico II, Italy); Marianna Amboni and Marina Picillo (University of Salerno, Italy); Gianluca Ricciardelli (Azienda Ospedaliera Universitaria OO. RR. San Giovanni di Dio Ruggi, Italy); Filomena Abate and Maria Francesca Tepedino (University of Salerno, Italy); Maria Consiglia Calabrese (Azienda Ospedaliera Universitaria OO. RR. San Giovanni di Dio Ruggi, Italy); Mario Cesarelli (University of Naples Federico II, Italy); Maria Romano (University of Naples "Federico II", Italy)
13:20 Machine Learning and Biosignals are Able to Discriminate Biomechanical Risk Classes According to the Revised NIOSH Lifting Equation
Leandro Donisi (University of Naples Federico II, Italy); Giuseppe Cesarelli (University of Naples Parthenope, Italy); Edda Capodaglio and Monica Panigazzi (ICS Maugeri SPA SB, Italy); Mario Cesarelli (University of Naples Federico II, Italy); Giovanni D'Addio (S. Maugeri Foundation, Rehabilitation Institute of Telese, Italy)

S 5.2: PANEL - WIE Italy Section AG

Room: Marconi Hall

S 5.3: SPECIAL EVENT - Psychobit - PART 2

Room: Laguna Hall
12:00 Introduction to Virtual Worlds
12:05 The Role of Empathic Traits in the Interaction With Virtual Humans
Mariachiara Rapuano (University of Campania Luigi Vanvitelli, Italy); Tina Iachini and Francesco Ruotolo (University of Study of Campania Luigi Vanvitelli, Italy); Alessandro Troise and Md Sheeraz Anwar (University of Campania Luigi Vanvitelli, Italy); Gennaro Ruggiero (University of Study of Campania Luigi Vanvitelli, Italy)
12:20 We Implicitly Empathize With Virtual Agents: The Effect of Motor Simulation
Scila Nunziata and Renato Orti (University of Study of Campania Luigi Vanvitelli, Italy); Antonella Ferrara (Université Claude Bernard Lyon 1 (UCBL1), France & INSPÉ, CRNL, CNRS, INSERM, France); Francesco Ruotolo, Gennaro Ruggiero and Tina Iachini (University of Study of Campania Luigi Vanvitelli, Italy)
12:35 The Role of Conscientiousness and Toxic Behaviors on Skills Development in Professional E-Sports
Mariacristina Marzano, Elvis Mazzoni and Martina Benvenuti (University of Bologna, Italy)
12:50 Introduction to Methods
12:55 Analysing E-BTT Data: The E-TAN ANALYST Prototype
Antonietta Argiuolo and Michela Ponticorvo (University of Naples Federico II, Italy)
13:10 Automated Categorization of Behavioral Quality Through Deep Neural Networks
Paolo Pagliuca and Nicola Milano (Institute of Cognitive Sciences and Technologies - CNR, Italy); Stefano Nolfi (Institute of Cognitive Sciences and Technologies, Italy)
13:25 From Principal Component Analysis to Autoencoders: A Comparison on Simulated Data From Psychometric Models
Monica Casella, Pasquale Dolce, Michela Ponticorvo and Davide Marocco (University of Naples Federico II, Italy)

Thursday, October 27 13:40 - 14:10 (Europe/Rome)

LUNCH

Thursday, October 27 14:10 - 14:40 (Europe/Rome)

PS 2: LUNCH + POSTER SESSION #2

Prediction of Scalp EEG Waveforms From Forehead Electrodes Using Convolutional Neural Networks to Improve Signal-To-Noise Ratio
Kazuki Yamawaki (National Institute of Information and Communications Technology & Osaka University, Japan); Hiroki Watanabe and Yasushi Naruse (National Institute of Information and Communications Technology, Japan)
Effect of Auditory Stimuli on Electroencephalography-Based Authentication
Nibras Abo Alzahab and Angelo Di Iorio (Marche Polytechnic University, Italy); Lorenzo Scalise and Marco Baldi (Università Politecnica delle Marche, Italy)
BISON: BCI-Based Interaction Concepts for Operating Microscopes in Neurosurgery
Maurice Rekrut (German Research Center for Artificial Intelligence (DFKI) & Saarland Informatics Campus, Germany); Matthias Nadig, Tobias Jungbluth and Johannes Ihl (German Research Center for Artificial Intelligence (DFKI), Germany)
Adapting EEG Based MI-BMI Depending on Alertness Level for Controlling a Lower-Limb Exoskeleton
Laura Ferrero, Vicente Quiles and Mario Ortiz (Miguel Hernández University of Elche, Spain); Eduardo Iáñez (Brain-Machine Interface Systems Lab, Miguel Hernández University of Elche, Spain); José M. Azorín (Universidad Miguel Hernandez de Elche, Spain)
Digital Content Interaction in 3D Environments
Katia Lupinetti, Franca Giannini and Marina Monti (CNR-IMATI, Italy); Mario Alvise Di Bernardo (RagTag, Italy); Sara Anastasi, Giuseppe Augugliaro and Luigi Monica (INAIL, Italy)
Fully Automated Approaches for Localization of Intraoperative Electrocorticographic Electrodes
Selina Wu (University of California Los Angeles, USA); Kaiyang Cheng, Han Jie (Shawn) Liu, Brianna Sun and William Speier (University of California, Los Angeles, USA)
Human-In-The-Loop Approach for Enhanced Mobile Robot Navigation
Karameldeen Ibrahim Mohamed Omer (Politecnica Delle Marche, Italy & University of Khartoum, Sudan); Francesco Ferracuti and Alessandro Freddi (Università Politecnica delle Marche, Italy); Sabrina Iarlori (Universita' Politecnica delle Marche, Italy); Andrea Monteriù (Università Politecnica Delle Marche, Italy); Camillo Porcaro (University of Padova, Italy)
Deep Learning Based Detachment Segmentation: The MIRET Approach
Federico Foria, Mario Calicchio and Gabriele Miceli (ETS, Italy); Davide Cuccato, Aniello Xie and Alessandro Allegro (RMT, Italy)
Direction Decoding of Physical and Visual Perturbations From EEG
Shayan Jalilpour and Gernot Müller-Putz (Graz University of Technology, Austria)
Threat Assessment in Police VR Training: Multi-Sensory Cues for Situation Awareness
Jakob C Uhl (AIT Austrian Institute of Technology GmbH & PLUS University of Salzburg, Austria); Markus Murtinger (USECON GmbH & AIT Austrian Institute of Technology GmbH, Austria); Olivia Zechner (AIT Austrian Institute of Technology GmbH, Austria); Manfred Tscheligi (University of Salzburg, Austria)

Thursday, October 27 14:40 - 15:30 (Europe/Rome)

Tutorial Session - Speaker: Marco Nalin

Real-Time EEG Streaming with Helmate

Thursday, October 27 15:30 - 15:50 (Europe/Rome)

COFFEE BREAK / DEMO SESSION 2.2

DEMO PRESENTERS
In the shoes of dyslexic students - Enrique Yeguas Bolívar, University of Cordoba
ASTRAS (Artificial System for TRaining and Assessment) - Angelo Rega, University of Naples Federico II

Thursday, October 27 15:50 - 17:30 (Europe/Rome)

S 6.1: Immersive Teleoperation and Medical AI

Room: Conference Hall
Chairs: Salvatore Livatino (University of Hertfordshire, United Kingdom (Great Britain)), Saber Sami (University of East Anglia, United Kingdom (Great Britain))
15:50 ReHaB - Towards an Ecologically Valid Symbiosis of BCI and Head-Mounted VR Displays: Focus on Collaborative Post-Stroke Neurorehabilitation
Adam Wojciechowski (Poznan University of Technology, Poland)
16:10 A Cross-Language Dementia Classifier: A Preliminary Study
Flavio Bertini (University of Parma, Italy); Davide Allevi, Gianluca Lutero, Laura Calza and Danilo Montesi (University of Bologna, Italy)
16:30 The Use of Clustering to Understand Disease Progression in Rheumatoid Arthritis
Beatriz de la Iglesia (University of East Anglia, United Kingdom (Great Britain))
16:50 The Immersion Advantage in Command & Control: From Desktop Monitors to VR Headsets
Alessandro Zocco (Elettronics Group (ELT), Italy); Salvatore Livatino (University of Hertfordshire, United Kingdom (Great Britain)); Phillip Gainley, Yasir Iqbal and Giuseppe Morana (University of Hertfordshire, United Kingdom, United Kingdom (Great Britain))
17:10 Immersive Visualization in Pilot Training: From Cockpit Panels to Drone Navigation
Salvatore Livatino (University of Hertfordshire, United Kingdom (Great Britain)); Giuseppe Morana, Yasir Iqbal, Maya Mohamed, Sungwoo David Hwang and Phillip Gainley (University of Hertfordshire, United Kingdom, United Kingdom (Great Britain)); Thanh-Hai Nguyen (Ho Chi Minh City University of Technology and Education, Vietnam); Kate Williams (University of Hertfordshire, United Kingdom, United Kingdom (Great Britain)); Alessandro Zocco (Elettronics Group (ELT), Italy)

S 6.2: Biosignal-based Measurements of Mental States

Room: Marconi Hall
Chair: Giovanni D'Errico (Politecnico di Torino, Italy)
15:50 Nat(UR)e: Quantifying the Relaxation Potential of Ultra-Reality Multisensory Nature Walk Experiences
Marilia Karla Soares Lopes (INRS-EMT, Canada); Belmir J. de Jesus, Jr. (INRS, Canada); Marc-Antoine Moinnereau (INRS-EMT, Canada & Kaptics, Canada); Reza Amini Gougeh (INRS-EMT, University of Québec, Canada); Olivier Rosanne (INRS-EMT, Canada); Walter Schubert (INRS-EMT, University of Québec, Canada); Tiago Falk (INRS-EMT, Canada); Alcyr Alves de Oliveira (Federal University of Health Sciences of Porto Alegre, Brazil)
16:10 Mindfulness-Based Emotional Acceptance in Combination With Neurofeedback for Improving Emotion Self-Regulation: A Pilot Study
Pasquale Arpaia (University of Naples Federico II, Italy); Lucia Calabrese and Salvatore G. Chiarella (Sapienza University of Rome, Italy); Giovanni D'Errico (Politecnico di Torino, Italy); Lucio T De Paolis (University of Salento, Lecce, Italy); Sabrina Grassini (Politecnico di Torino, Italy); Giovanna Mastrati and Nicola Moccaldi (University of Naples Federico II, Italy); Antonino Raffone (Sapienza University of Rome, Italy); Ersilia Vallefuoco (University of Naples Federico II, Italy)
16:30 Pupil Dilation and Self-Reported Emotional Response to IAPS Pictures: The Role of Emotional Regulation and Trait Mindfulness
Luca Simione (CNR, Italy); Alisha Vabba (Istituto Italiano di Tecnologia, Italy); Antonino Raffone (Sapienza University of Rome, Italy); Marco Mirolli (CNR, Italy)
16:50 Attention, Boredom and Mind-Wandering During a Vigilance Task: EEG and Ocular Markers
Antonino Esposito, Eleonora Braccili and Federica Sgrò (Fondazione Neurone Onlus, Italy); Eleonora Chiarantano (Sapienza University of Rome, Italy); Mariagrazia D'Ippolito, Iolanda Pisotta and Alessandra Bigioni (IRCCS Fondazione Santa Lucia, Italy); Antonio Guerrieri (Fondazione Neurone Onlus, Italy); Donatella Mattia (Fondazione Santa Lucia IRCCS, Italy); Febo Cincotti (Sapienza University of Rome & IRCCS Fondazione Santa Lucia, Italy)
17:10 Wellbeing Assessment of a Museum Experience in Virtual Reality Through UCL Measurement Tool Kit and Heart Rate Measurement: A Pilot Study
Carola Gatto (University of Salento, Italy); Lucia Calabrese and Salvatore G. Chiarella (Sapienza University of Rome, Italy); Valerio De Luca (Pegaso University, Italy); Giovanni D'Errico (Politecnico di Torino, Italy); Benito Luigi Nuzzo (University of Salento, Italy); Antonino Raffone (Sapienza University of Rome, Italy); Lucio T De Paolis (University of Salento, Lecce, Italy)

S 6.3: SPECIAL EVENT - Digital for Health - Lab Activity

Room: Laguna Hall

S 6.4: Metrological methods and results on eXtended Reality, Artificial Intelligence and Neural Engineering in Healthcare

Room: VideoConference Hall
Chair: Elvis C. S. Chen (Western University & Robarts Research Institute, Canada)
15:50 Ambient Assisted Living Using Non-Intrusive Smart Sensing and IoT for Gait Rehabilitation
Joel Santos (ISCTE - Instituto Universitário de Lisboa, Portugal); Octavian Adrian Postolache (ISCTE. Instituto Universitario de Lisboa, ISCTE-IUL & IT- Instituto de Telecomunicacoes, Portugal); Diana Mendes (Instituto Universitário de Lisboa, Italy)
16:10 Unified Calibration Technique for Augmented-Reality Ultrasound-Guided Interventions
Elvis C. S. Chen (Western University & Robarts Research Institute, Canada); Daniel Allen, Joeana Cambranis-Romero and Terry Peters (Western University, Canada)
16:30 The Right Mix of Visual and Mechanical Constraints to Guide the Relative Pose Between Rigid Objects
Vincenzo Ferrari, Marina Carbone and Fabrizio Cutolo (University of Pisa, Italy); Giulia Sciarrino (Università di Pisa, Italy)
16:50 How to Mitigate Perceptual Limits of OST Display for Guiding Manual Tasks: A Proof of Concept Study With Microsoft HoloLens
Sara Condino, Fabrizio Cutolo, Giulia Zari, Renzo D'Amato, Marina Carbone and Vincenzo Ferrari (University of Pisa, Italy)
17:10 We Still Haven't Found What We are Looking for: The Role of Machine Learning and AI in the Organ-On-Chip Applications
Arianna Mencattini, Michele D'Orazio, Joanna Filippi, Paola Casti, Gianni Antonelli and Sara Cardarelli (University of Rome Tor Vergata, Italy); Eugenio Martinelli (Tor Vergata University of Rome, Italy)

Friday, October 28

Friday, October 28 9:00 - 10:40 (Europe/Rome)

S 7.1: AI-enabled solutions for e-health and value-cocreation

Room: Conference Hall
Chairs: Cristina Mele (University of Naples Federico II, Italy), Tiziana Russo Spena (University of Naples Federico II, Italy)
9:00 The Adoption of Artificial Intelligence Technologies in the Era of "Grey Tsunami Prospects and Challenges
Valentina Della Corte, Giovanna Del Gaudio, Fabiana Sepe and Simone Luongo (University of Naples Federico II, Italy); Anna Crisci (University of Naples Federco II, Italy)
9:14 Minimal Robot to Foster Well-Being: The HIRO Project
Irene Di Bernardo, Marialuisa Marzullo, Cristina Mele, Tiziana Russo Spena and Stefano Paolo Russo (University of Naples Federico II, Italy)
9:28 Blockchain Technology and Artificial Intelligence for Value Co-Creation in Healthcare
Ylenia Cavacece, Sara Ebraico, Tiziana Russo Spena and Cristina Mele (University of Naples Federico II, Italy); Daniele Leone, Francesco Schiavone and Anna Bastone (University of Naples Parthenope, Italy)
9:42 Complementary Role of Conversational Agents in e-Health Services
Angelo Ranieri and Andrea Ruggiero (University of Naples Federico II, Italy)
9:57 Healthy Food Delivery: Evidences From Italy
Fabio Greco (Università degli Studi di Napoli Federico II, Italy); Francesco Carignani (University of Naples Federico II, Italy); Marco Tregua and Francesco Bifulco (Università degli Studi di Napoli Federico II, Italy)
10:11 Constitutive Pathway of an Innovative Health-Tech Ecosystem: The Healthware Group Case Study
Federica Izzo, Domenico Salvatore and Alessandra Storlazzi (University "Suor Orsola Benincasa", Italy)
10:25 Managing Health Data Through AI Mechanisms: A Case Study Analysis
Francesco Schiavone, Daniele Leone and Anna Bastone (University of Naples Parthenope, Italy)

S 7.2: Legal aspects on Science & Society in Brain Computer Interface

Room: Marconi Hall
Chairs: Maria Cristina Gaeta (Università Degli Studi Suor Orsola Benincasa, Italy), Roberta Presta (University Suor Orsola Benincasa, Italy)
9:00 Metrology Favors Legal Certainty in AI
Veronica Scotti (Politecnico di Milano, Italy)
9:20 Would I Consent If It Monitors Me Better? A Technology Acceptance Comparison of BCI-Based and Unobtrusive Driver Monitoring Systems
Roberta Presta, Flavia De Simone and Laura Mancuso (University Suor Orsola Benincasa, Italy); Silvia Chiesa (RE:Lab, Italy); Roberto Montanari (University Suor Orsola Benincasa, Italy)
9:40 BCI Devices and Their Legal Compliance: A Prototype Tool for Its Evaluation and Measurement
Lucilla Gatt, Ilaria Amelia Caggiano and Maria Cristina Gaeta (Università Degli Studi Suor Orsola Benincasa, Italy); Anna Anita Mollo (Università degli Studi di Napoli Federico II, Italy)
10:00 BCI Devices and Their Capacity to Express Human Will Having Legal Value: A Model of Risk-Based Classification
Lucilla Gatt (University Suor Orsola Benincasa, Italy); Ilaria Amelia Caggiano (Università Degli Studi Suor Orsola Benincasa, Italy); Livia Aulino, Emiliano Troisi, Luigi Izzo and Davide D'Aloia (University of Naples Suor Orsola Benincasa, Italy)
10:20 Technology to Unlock the Mind: Citizen Science and Sandbox Approach for a New Model of BCI Governance
Fiorella Battaglia (Ludwig-Maximilians-Universität München, Germany); Giuseppe Di Vetta (Sant'Anna School of Advanced Studies, Italy)

S 7.3: Neural Data Contest - PART 1

Room: Laguna Hall

S 7.4: SPECIAL EVENT - Bitscope - PART 1

Room: VideoConference Hall

Friday, October 28 10:40 - 11:00 (Europe/Rome)

COFFEE BREAK / DEMO SESSION 3.1

DEMO PRESENTERS
The Role of Muscle and Tendon in Predicting Cartilage Degeneration and Tendinopathy - Zakia Khatun, Università degli Studi di Salerno, Italy & Reykjavik University, Iceland
Solenix for ESA/ESRIN - Paulo Sacramento, ESA

Friday, October 28 11:00 - 12:00 (Europe/Rome)

Plenary Session - Keynote Speaker: Jim Spohrer

The Future of AI and IA

Friday, October 28 12:00 - 13:40 (Europe/Rome)

S 8.1: Sensors, Extended Reality and Artificial Intelligence for Human Behavior Analysis

Room: Conference Hall
Chairs: Juri Taborri (University of Tuscia, Viterbo, Italy), Andrea Zingoni (University of Tuscia, Italy)
12:00 Analysing the Needs of Homeless People Using Feature Selection and Mining Association Rules
José M Alcalde-Llergo (University of Tuscia & University of Córdoba, Spain); Carlos Garcia-Martinez, Pilar Aparicio-Martínez, Enrique Yeguas-Bolívar and Manuel Vaquero-Abellán (University of Córdoba, Spain)
12:20 Machine Learning Prediction of the Expected Performance of Football Players During Training
Gianluca Morciano (Università Campus Bio-Medico di Roma, Italy); Andrea Zingoni and Giuseppe Calabrò (University of Tuscia, Italy); Andrea Morachioli (Consorzio Netlog SRL, Italy)
12:40 Recognition of Recurrent Movement Patterns of Football Players via Machine Learning
Daniele Melloni (Università Degli Studi Della Tuscia, Italy); Andrea Zingoni (University of Tuscia, Italy); Andrea Morachioli (Consorzio Netlog SRL, Italy); Giuseppe Calabrò (University of Tuscia, Italy)
13:00 Determining the Difficulties of Students With Dyslexia via Virtual Reality and Artificial Intelligence: An Exploratory Analysis
Enrique Yeguas-Bolívar (University of Córdoba, Spain); José M Alcalde-Llergo (University of Tuscia & University of Córdoba, Spain); Pilar Aparicio-Martínez (University of Córdoba, Spain); Andrea Zingoni (University of Tuscia, Italy); Juri Taborri (University of Tuscia, Viterbo, Italy); Sara Pinzi (University of Córdoba, Spain)
13:20 Exploring the Dynamics of Emotions in the Space of Colours Through the Viable Systems Approach (vSa) Perspective
Sergio Barile (University of Rome La Sapeinza, Italy); Clara Bassano (University of Salerno, Italy); Pietro Vito and Aysel Alizada (University of Rome La Sapeinza, Italy); Roberto Cavaliere and Paolo Barile (University of Salerno, Italy)

S 8.2: Soft Sensors for Industry 4.0

Room: Marconi Hall
Chairs: Salvatore Graziani (University of Catania, Italy), Maria Gabriella Xibilia (University of Messina, Italy)
12:00 Estimating Finite-Time Delay in Dynamical Soft Sensors: An Industrial Case of Study
Salvatore Graziani (University of Catania, Italy); Maria Gabriella Xibilia and Luca Patanè (University of Messina, Italy)
12:20 Application of Data Distribution Metrics for Soft Sensors in Industrial Scenarios
Francesco Curreri (University of Palermo, Italy); Luca Patanè and Maria Gabriella Xibilia (University of Messina, Italy)
12:40 A Combined Approach Using Lorentzian Fitting and ANNs for Microwave Resonator Modeling
Zlatica Marinković (University of Nis, Serbia); Giovanni Gugliandolo, Giuseppe Campobello, Giovanni Crupi and Nicola Donato (University of Messina, Italy)
13:00 Batch Endpoint Prediction Using Local Mixture of Batch Time Experts
Francisco Souza (IMEC-NL, The Netherlands & OnePlanet Research Center, The Netherlands); Tim Offermans and Jeroen Jansen (Radboud University, The Netherlands)
13:20 Artificial Neural Networks for the Forecasting of Wave Climate in Proximity of Harbour Area
Elisa Castro (University of Catania, Italy); Claudio Iuppa (University of Messina, Italy); Rosaria Musumeci, Luca Cavallaro, Enrico Foti, Giovanni Santonocito and Antonino Andrea Moschetto (University of Catania, Italy)

S 8.3: SPECIAL EVENT - Bitscope - PART 2

Room: VideoConference Hall

S 8.4: Neural Data Contest - PART 2

Room: Laguna Hall

Friday, October 28 13:40 - 14:10 (Europe/Rome)

LUNCH

Friday, October 28 14:10 - 14:40 (Europe/Rome)

PS 3: LUNCH + POSTER SESSION #3

Predictive Maintenance of Industrial Equipment Using Deep Learning: From Sensory Data to Remaining Useful Life Estimation
David C. Nchekwube (Marche Polytechnic University, Italy); Francesco Ferracuti and Alessandro Freddi (Università Politecnica delle Marche, Italy); Sabrina Iarlori (Universita' Politecnica delle Marche, Italy); Sauro Longhi (Università Politecnica delle Marche, Italy); Andrea Monteriù (Università Politecnica Delle Marche, Italy)
Evaluation of the Effectiveness of a Wearable, AR-Based BCI for Robot Control in ADHD Treatment
Pasquale Arpaia (University of Naples Federico II, Italy); Sabatina Criscuolo (National Research Council of Italy, Italy & University of Naples Federico II, Italy); Egidio De Benedetto (University of Naples Federico II, Italy); Nicola Donato (University of Messina, Italy); Luigi Duraccio (University of Naples Federico II, Italy)
A New Dataset of Satellite Images for Deep Learning-Based Coastline Measurement
Marco Scarpetta (Politecnico di Bari, Italy); Maurizio Spadavecchia, Vito Ivano D'Alessandro and Luisa De Palma (Polytechnic University of Bari, Italy); Nicola Giaquinto (Politecnico di Bari, Italy)
Semi-Automated Image Segmentation of Peri-Prostatic Tissue on MRI and Radiomics Features Stability: A Feasibility Study for Locally Advanced Prostate Cancer Detection
Arnaldo Stanzione, Renato Cuocolo, Gianluigi Califano, Andrea Ponsiglione, Claudia Colla Ruvolo, Gaia Spadarella, Marco De Giorgi, Francesca Nessuno, Nicola Longo and Massimo Imbriaco (University of Naples Federico II, Italy)
To the Green From the Bl(u)e: An Innovative System for Monitoring Urban Green Areas
Adriano Tramontano and Oscar Tamburis (National Reasearch Council of Italy, Italy); Mario Magliulo (National Reasearch Council of Italy)
Artificial Neural Network for the Identification of Postural Instability in Subject Wearing Lower Limb Exoskeleton
Ilaria Mileti (University Niccolò Cusano, Italy); Juri Taborri (University of Tuscia, Viterbo, Italy); Diego Torricelli (Spanish National Research Council, Spain); Stefano Rossi (University of Tuscia, Italy); Fabrizio Patanè (Niccolò Cusano University, Italy)

Friday, October 28 14:40 - 15:30 (Europe/Rome)

Tutorial Session - Speaker: Salvatore D'Onofrio

Immersive Training & Simulation for Electronic Equipment

Friday, October 28 15:30 - 15:50 (Europe/Rome)

COFFEE BREAK / DEMO SESSION 3.2

DEMO PRESENTERS
The Role of Muscle and Tendon in Predicting Cartilage Degeneration and Tendinopathy - Zakia Khatun, Università degli Studi di Salerno, Italy & Reykjavik University, Iceland
Solenix for ESA/ESRIN - Paulo Sacramento, ESA

Friday, October 28 15:50 - 17:30 (Europe/Rome)

S 9.1: Intrinsic Uncertainty in EEG-based Passive Brain Computer Interface (BCI)

Room: Conference Hall
Chair: Nicola Moccaldi (University of Naples Federico II, Italy)
15:50 EEG-Based System for Executive Function Fatigue Detection
Pasquale Arpaia (University of Naples Federico II, Italy); Ludovica Gargiulo (University of Naples, Federico II, Italy); Francesca Mancino (University of Federico II, Naples, Italy); Nicola Moccaldi (University of Naples Federico II, Italy); Andrea Pollastro (University of Naples, Federico II, Italy); Ersilia Vallefuoco (University of Naples Federico II, Italy); Anna Della Calce (University of Naples, Federico II, Italy); Paolo De Blasiis (University of Campania Vanvitelli, Italy); Andrea Apicella (University of Naples Federico II, Italy); Allegra Fullin and Luigi Maffei (University of Campania Vanvitelli, Italy)
16:10 Reproducible Assessment of Valence and Arousal Based on an EEG Wearable Device
Andrea Apicella and Pasquale Arpaia (University of Naples Federico II, Italy); Andrea Cataldo (University of Salento, Italy); Giovanni D'Errico (Politecnico di Torino, Italy); Davide Marocco, Giovanna Mastrati and Nicola Moccaldi (University of Naples Federico II, Italy); Andrea Pollastro (University of Naples, Federico II, Italy); Bernadette Ricciardi and Ersilia Vallefuoco (University of Naples Federico II, Italy)
16:30 Multi-Electrode Array (MEASs) to Investigate Pathogenetic Disease Mechanisms and Pharmacological Properties in iPSC-Derived Neurons Modelling Neuropsychiatric Diseases
Giusy Carleo, Maurizio Taglialatela, Francesco Miceli, Yi-Shin Lee and Agnese Secondo (University of Federico II, Naples, Italy)
16:50 An Open Source Multi-Modal Data-Acquisition Platform for Experimental Investigation of Blended Control of Scale Vehicles
Peter Redmond and Andrew Fleury (Dublin City University, Ireland); Tomas Ward (Insight SFI Research Centre for Data Analytics, Dublin City University, Ireland)
17:10 Signal Quality Assessment of a Wearable Neurotechnology EEG Product Built on a Ultra Low Profile Flexible Printed Circuit
Damien Coyle and Naomi du Bois (University of Bath, United Kingdom (Great Britain))

S 9.2: Effective brain-computer interfaces based on active paradigms and extended reality

Room: Marconi Hall
Chairs: Emma Colamarino (Sapienza University of Rome, Italy), Niall McShane (Ulster University, United Kingdom (Great Britain))
15:50 Exploring Strategies for Multimodal BCIs in an Enriched Environment
Tristan Venot (Sorbonne Université & INRIA, France); Arthur Desbois (INRIA, France); Marie-Constance Corsi (INRIA-ICM, France); Laurent Hugueville (Institut Du Cerveau, France); Ludovic Saint-Bauzel (ISIR, France); Fabrizio De Vico Fallani (INRIA & Institut du Cerveau et de la Moelle Epiniere, France)
16:10 Multimodal Feedback in Assisting a Wearable Brain-Computer Interface Based on Motor Imagery
Pasquale Arpaia (University of Naples Federico II, Italy); Damien Coyle (University of Bath, United Kingdom (Great Britain)); Francesco Donnarumma (National Research Council, Italy); Antonio Esposito (Università degli Studi di Napoli Federico II, Italy & Augmented Reality for Health Monitoring Laboratory (ARHEMlab), Italy); Angela Natalizio and Marco Parvis (Politecnico di Torino, Italy); Ersilia Vallefuoco (University of Naples Federico II, Italy)
16:30 Online 3D Motion Decoder BCI for Embodied Virtual Reality Upper Limb Control: A Pilot Study
Niall McShane, Attila Korik and Karl McCreadie (Ulster University, United Kingdom (Great Britain)); Darryl Charles (University of Ulster Coleraine, United Kingdom (Great Britain)); Damien Coyle (University of Bath, United Kingdom (Great Britain))
16:50 Classifying Words in Natural Reading Tasks Based on EEG Activity to Improve Silent Speech BCI Training in a Transfer Approach
Maurice Rekrut (German Research Center for Artificial Intelligence (DFKI) & Saarland Informatics Campus, Germany); Andreas Fey (Saarland University, Germany); Johannes Ihl, Tobias Jungbluth and Matthias Nadig (German Research Center for Artificial Intelligence (DFKI), Germany); Antonio Krüger (DFKI, Germany)
17:10 Low Frequency Brain Oscillations for Brain-Computer Interface Applications: From the Sources to the Scalp Domain
Elena Mongiardini and Emma Colamarino (Sapienza University of Rome, Italy); Jlenia Toppi (University of Rome "Sapienza" & IRCCS Fondazione Santa Lucia, Italy); Valeria de Seta (Sapienza University of Rome, Italy); Floriana Pichiorri (IRCCS Fondazione Santa Lucia, Italy); Donatella Mattia (Fondazione Santa Lucia IRCCS, Italy); Febo Cincotti (Sapienza University of Rome & IRCCS Fondazione Santa Lucia, Italy)

S 9.3: Ph.D. Forum

Room: Laguna Hall

S 9.4: From Artificial Intelligence to Extended Reality for Emergency and Disaster Management

Room: VideoConference Hall
Chairs: Fabio Leccese ("Roma Tre" University, Italy), Silvia L Ullo (Università degli Studi del Sannio, Italy)
15:50 Early Detection of Volcanic Eruption Through Artificial Intelligence on Board
Pietro Di Stasio (University of Sannio, Italy); Alessandro Sebastianelli and Gabriele Meoni (European Space Agency, Italy); Silvia L Ullo (Università degli Studi del Sannio, Italy)
16:10 A Demo Setup Testing Onboard CNNs for Volcanic Eruption Detection
Maria Pia Del Rosso (Università degli Studi del Sannio, Italy); Alessandro Sebastianelli (European Space Agency, Italy); Dario Spiller (Sapienza University of Rome, Italy); Silvia L Ullo (Università degli Studi del Sannio, Italy)
16:30 Wildfire Segmentation Analysis From Edge Computing for On-Board Real-Time Alerts Using Hyperspectral Imagery
Dario Spiller (Sapienza University of Rome, Italy); Kathiravan Thangavel (Khalifa University, United Arab Emirates); Sarathchandrakumar Thottuchirayil Sasidharan (Sapienza University of Rome, Italy); Stefania Amici (National Institute of Geophysics and Volcanology (INGV), Italy); Luigi Ansalone (ASI - Italian Space Agency, Italy); Roberto Sabatini (Khalifa University of Science and Technology, United Arab Emirates)
16:50 Hardware-In-The-Loop Simulations of Remote Sensing Disaster Monitoring Systems With Real Time On-Board Computation
Dario Spiller, Andrea Carbone and Francesco Latorre (Sapienza University of Rome, Italy); Fabio Curti (Via Salaria 851, Italy)
17:10 EO Space and Multi-Source Data Visualization Using Virtual Reality in the ESA Φ-Lab
Paulo Sacramento (Solenix for ESA, Italy); Anatole Deligant (Palacký University Olomouc, Czech Republic); Sveinung Loekken and Pierre-Philippe Mathieu (European Space Agency, Italy)

Friday, October 28 17:30 - 17:50 (Europe/Rome)

Closing and Award Ceremony