First FAIR Workshop on Human-Centered AI

Program

Both conference and poster room are located in building E.

Registration Come get your badge at the registration desk! If you have one, come set up your poster!
Room PS4 08:30 09:00
Welcome and introduction Giuseppe Iannaccone, Prorettore Vicario UniPI Marco Conti, Direttore IIT-CNR & Presidente CTS FAIR Vincenzo Ambriola, Direttore Dipartimento di Informatica, UniPI Andrea Ferrara, Preside Classe di Scienze, Scuola Normale Superiore Roberto Scopigno, Direttore ISTI-CNR Dino Pedreschi, Coordinatore Spoke 1 FAIR - Human-centered AI
Aula Magna 09:00 09:30
Session 1: Explainable AI for synergistic human-AI collaboration Fosca Giannotti Riccardo Guidotti
1 1 Aula Magna 09:30 11:00
LORE Framework: a platform for exploring local based explanation methods Salvatore Rinzivillo
1 1 Aula Magna 09:40 10:00
Explainable diagnosis of oral cancer via deep learning and case-based reasoning Mario Giovanni Cosimo Antonio Cimino Tommaso Turchi
1 4 Aula Magna 10:00 10:20
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems Roberto Pellungrini
1 3 Aula Magna 10:20 10:40
ABEL: Human-in-the-loop in Human-Robot Interaction Lorenzo Cominelli Federico Galatolo
1 5 Aula Magna 10:40 11:00
Coffee break
11:00 11:30
Session 2: System 1 and System 2: Machine Learning and Reasoning Salvatore Ruggieri Umberto Straccia
2 1 Aula Magna 11:30 13:00
PN-OWL: A Two-Stage Algorithm to Learn Fuzzy Concept Inclusions Rules from OWL 2 Ontologies Umberto Straccia
2 1 Aula Magna 11:45 12:00
REASONX: Declarative Reasoning on Explanations Using Constraint Logic Programming Salvatore Ruggieri
2 2 Aula Magna 12:00 12:15
Non-standard analysis to empower machine learning and deep learning algorithms: preliminary theoretical results Lorenzo Fiaschi
2 3 Aula Magna 12:15 12:30
An overview of mathematical structures in learning models Marco Romito
2 4 Aula Magna 12:30 12:45
Lunch break
13:00 14:00
Session 3: Human-centered Lifelong Learning for Complex Data Alessio Micheli Fabrizio Sebastiani
3 Aula Magna 14:00 15:30
Pervasive continually learning RNNs with guarantees Davide Bacciu
3 1 Aula Magna 14:40 14:50
Lifelong learning for socially and environmentally sustainable AI Vincenzo Lomonaco
3 2 Aula Magna 15:00 15:10
Advances in node classification with efficient models for learning on graphs Domenico Tortorella
3 3 Aula Magna 14:30 14:40
VISIONE: A software tool for searching and browsing large video collections Nicola Messina
3 4 Aula Magna 14:10 14:20
Learning to quantify graph nodes Marco Podda
3 5 Aula Magna 15:10 15:20
What do Large Language Models know about engineering relations? Vito Giordano
3 6 Aula Magna 14:50 15:00
Tea break
15:30 16:00
Keynote: Humane-AI Net: The European Network of Excellence Paul Lukowicz
Aula Magna 16:00 17:00
The industrial and societal potential of human-centered AI This session will be held in Italian. Dino Pedreschi, UNIPI [Moderatore] Mario D'Almo, Banca Intesa San Paolo Giuseppe Mazzotta, Matteo Garofalo, Deloitte
Aula Magna 17:00 17:30
Poster session and aperitif WPs 1 through 3
Aula PS4 17:30 19:00
Welcome Dino Pedreschi, Coordinatore Spoke 1 FAIR - Human-centered AI
Aula Magna 09:15 09:30
Session 4: Human-AI Socio-Technical Complex Systems Chiara Boldrini Dino Pedreschi
4 1 Aula Magna 09:30 11:00
Hybrid human-AI decision making Andrea Passarella
4 1 Aula Magna 10:30 10:50
Mass media impact on opinion evolution in biased digital environments Giulio Rossetti
4 1 Aula Magna 10:12 10:30
Data-driven urbanism. How Artificial Intelligence can (re)produce spatial asymmetries in the contemporary city Michela Lazzeroni Antonello Romano
4 2 Aula Magna 09:18 09:36
Ranking Matters: Addressing Male Advantage in Educational YouTube Videos Gizem Gezici
4 2 Aula Magna 09:36 09:54
Renewable energy sources planning at the regional level: a case study in Italy Daniele D'Armiento
4 2 Aula Magna 09:54 10:12
Coffee break
11:00 11:30
Session 5: Decentralized, cooperative learning Francesco Marcelloni Raffaele Perego
5 1 Aula Magna 11:30 13:00
Energy-efficient KNN on FPGA Franco Maria Nardini
5 1 Aula Magna 11:45 12:10
Exploring the Impact of Disrupted P2P Communications on Fully Decentralised Learning in Disaster Scenarios Lorenzo Valerio
5 1 Aula Magna 12:10 12:35
Federated learning of interpretable AI models: a privacy preserving solution to collaboratively learn Trustworthy AI systems Pietro Ducange
5 1 Aula Magna 12:35 13:00
Lunch break
13:00 14:00
Session 6: Co-design methodologies for trustworthiness by-design Anna Monreale Adriano Fabris
6 1 Aula Magna 14:00 15:30
Overview and analysis on the Ethical Codes Silvia Dadà Adriano Fabris
6 1 Aula Magna 14:10 14:30
Ethics, image generation and AI Veronica Neri
6 1 Aula Magna 14:30 14:50
Formal verification of neural networks in cyber-physical systems Cinzia Bernardeschi Federico Rossi
6 3 Aula Magna 14:50 15:10
Privacy risk assessment of (X)AI systems and their mitigation Francesca Naretto
6 3 Aula Magna 15:10 15:30
Tea break
15:30 16:00
FAIR Spoke 1 meets industry - Introducing cascading calls for companies This session will be held in Italian Dino Pedreschi, Francesco Marcelloni, UNIPI [Moderatori] Andrea Pasqui, CEO Holocron Fabio Severino, CTO Geckosoft Francesco Oppedisano, Presidente CNA Carla Papa, UNIPI Camilla Sovani, UNIPI Marta Rapallini, project manager Fondazione FAIR
Aula Magna 16:00 17:00
Round table of WP leaders: Human-centered AI, Generative AI and EU's AI Act: what's next? The session will be held in Italian. Alessandra Nardini, Assessora ai rapporti con Università e Ricerca della Regione Toscana Dino Pedreschi, moderatore Francesco Marcelloni, UNIPI Fosca Giannotti, SNS Chiara Boldrini, CNR Adriano Fabris, UNIPI Raffaele Perego, CNR Umberto Straccia, CNR Fabrizio Sebastiani, CNR
Aula Magna 17:00 18:00
Poster session WPs 4 through 6
Aula PS4 18:00 19:00
# Aula Magna Aula PS4
9:00 ! Live

Welcome and introduction

Dino Pedreschi, Marco Conti, Giuseppe Iannaccone, Vincenzo Ambriola, Andrea Ferrara, Roberto Scopigno

! Live

Explainable AI for synergistic human-AI collaboration

Fosca Giannotti, Riccardo Guidotti

! Live

LORE Framework: a platform for exploring local based explanation methods

Salvatore Rinzivillo

10:00 ! Live

AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems

Roberto Pellungrini

! Live

Explainable diagnosis of oral cancer via deep learning and case-based reasoning

Mario Giovanni Cosimo Antonio Cimino, Tommaso Turchi

! Live

ABEL: Human-in-the-loop in Human-Robot Interaction

Lorenzo Cominelli, Federico Galatolo

11:00
! Live

System 1 and System 2: Machine Learning and Reasoning

Salvatore Ruggieri, Umberto Straccia

! Live

PN-OWL: A Two-Stage Algorithm to Learn Fuzzy Concept Inclusions Rules from OWL 2 Ontologies

Umberto Straccia

12:00 ! Live

REASONX: Declarative Reasoning on Explanations Using Constraint Logic Programming

Salvatore Ruggieri

! Live

Non-standard analysis to empower machine learning and deep learning algorithms: preliminary theoretical results

Lorenzo Fiaschi

! Live

An overview of mathematical structures in learning models

Marco Romito

13:00
14:00 ! Live

Human-centered Lifelong Learning for Complex Data

Alessio Micheli

! Live

Pervasive continually learning RNNs with guarantees

Davide Bacciu

! Live

Lifelong learning for socially and environmentally sustainable AI

Vincenzo Lomonaco

! Live

Advances in node classification with efficient models for learning on graphs

Domenico Tortorella

! Live

VISIONE: A software tool for searching and browsing large video collections

Nicola Messina

15:00 ! Live

Learning to quantify graph nodes

Marco Podda

! Live

What do Large Language Models know about engineering relations?

Vito Giordano

16:00 ! Live

Keynote: The Humane-AI EU network of excellence

Paul Lukowicz

17:00 ! Live

The industrial and societal potential of human-centered AI

Mario D Almo, Giuseppe Mazzotta, Matteo Garofalo

! Live

First poster session

18:00
# Aula Magna Aula PS4
! Live

Human-AI Socio-Technical Complex Systems

Chiara Boldrini, Dino Pedreschi

! Live

Hybrid human-AI decision making

Andrea Passarella

10:00 ! Live

Mass media impact on opinion evolution in biased digital environments

Giulio Rossetti

! Live

Data-driven urbanism. How Artificial Intelligence can (re)produce spatial asymmetries in the contemporary city

Michela Lazzeroni, Antonello Romano

! Live

Ranking Matters: Addressing Male Advantage in Educational YouTube Videos

Gizem Gezici

! Live

Renewable energy sources planning at the regional level: a case study in Italy

Daniele D'Armiento

11:00
! Live

Decentralized, cooperative learning

Raffaele Perego, Francesco Marcelloni

! Live

Energy-efficient KNN on FPGA

Franco Maria Nardini

12:00
! Live

Exploring the Impact of Disrupted P2P Communications on Fully Decentralised Learning in Disaster Scenarios

Lorenzo Valerio

! Live

Federated learning of interpretable AI models: a privacy preserving solution to collaboratively learn Trustworthy AI systems

Pietro Ducange

13:00
14:00 ! Live

Co-design methodologies for trustworthiness by-design

Anna Monreale

! Live

Overview and analysis on the Ethical Codes

Silvia Dadà, Adriano Fabris

! Live

Ethics, image generation and AI

Veronica Neri

! Live

Formal verification of neural networks in cyber-physical systems

Cinzia Bernardeschi, Federico Rossi

15:00
! Live

Privacy risk assessment of (X)AI systems and their mitigation

Francesca Naretto

16:00 ! Live

FAIR Spoke 1 meets industry - Introducing cascading calls for companies

17:00 ! Live

Round table of WP leaders: Human-centered AI, Generative AI and EU's AI Act: what's next?

Dino Pedreschi, Francesco Marcelloni, Fosca Giannotti, Chiara Boldrini, Adriano Fabris, Raffaele Perego, Umberto Straccia, Fabrizio Sebastiani

18:00 ! Live

Second poster session