Location: LARGO BRUNO PONTECORVO, 3, 56127 PISA
Email: mattia.setzu@unipi.it
Profile
Teaching
Teaching activity
Teaching responsibility for modules/courses
- Informatica per le biotecnologie (cod. 278AA) per Laurea in Biotecnologie
Incarichi di co-docenza in moduli/insegnamenti
- Data Mining (Cod. 309AA) per Laurea Magistrale in Informatica
Student consultation hours
Mode of office hours: [ITA] Ricevimento del 10/12 spostato ore 9-11. [EN] Office hours on the 10th of december moved to 9-11am.
Location: [ITA] Stanza 345 del Dipartimento di Informatica Links: Stanza 345 (o chiedi in portineria, all'ingresso principale) https://my.matterport.com/show/?m=1aPZ9S8PuiY&sr=2.99%2C-1.09&ss=85&tag=c71wy2fIngs&pin-pos=82.05%2C1.73%2C21.06 Dipartimento https://www.google.it/maps/place/Department+of+Computer+Science/@43.7212119,10.4066776,16.49z/data=!4m5!3m4!1s0x12d591bcbfe591bb:0x91d311f58e2115b6!8m2!3d43.7207104!4d10.4083255?hl=en&shorturl=1 --- [ENG] Room 345 of the Computer Science department How to reach Office (you can also ask at the reception desk at the main entrance) https://my.matterport.com/show/?m=1aPZ9S8PuiY&sr=2.99%2C-1.09&ss=85&tag=c71wy2fIngs&pin-pos=82.05%2C1.73%2C21.06 Department https://www.google.it/maps/place/Department+of+Computer+Science/@43.7212119,10.4066776,16.49z/data=!4m5!3m4!1s0x12d591bcbfe591bb:0x91d311f58e2115b6!8m2!3d43.7207104!4d10.4083255?hl=en&shorturl=1
Time: [ITA] Martedi 16:00-18:00. Se possibile, informare in precedenza via mail a mattia.setzu@unipi.it --- [ENG] Tuesday 4pm-6pm. If possible, notify me via email at mattia.setzu@unipi.it
Research
Publications
- Interpretable Machine Learning for Oral Lesion Diagnosis Through Prototypical Instances Identification (Cascione, Alessio; Setzu, Mattia; Galatolo, Federico A.; Cimino, Mario G. C. A.; Guidotti, Riccardo - 2025 - 4.1 Contributo in Atti di convegno)
- FairBelief - Assessing Harmful Beliefs in Language Models (Setzu, Mattia; Marchiori Manerba, Marta; Minervini, Pasquale; Nozza, Debora - 2024 - 4.1 Contributo in Atti di convegno)
- Explainable Authorship Identification in Cultural Heritage Applications (Setzu, M.; Corbara, S.; Monreale, A.; Moreo, A.; Sebastiani, F. - 2024 - 1.1 Articolo in rivista)
- Data-Agnostic Pivotal Instances Selection for Decision-Making Models (Cascione, Alessio; Setzu, Mattia; Guidotti, Riccardo - 2024 - 4.1 Contributo in Atti di convegno)
- FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers (Fernandez, Guillermo; Guidotti, Riccardo; Giannotti, Fosca; Setzu, Mattia; Aledo, Juan A.; Gámez, Jose A.; Puerta, Jose M. - 2024 - 4.1 Contributo in Atti di convegno)
- Generative Model for Decision Trees (Guidotti, Riccardo; Monreale, Anna; Setzu, Mattia; Volpi, Giulia - 2024 - 4.1 Contributo in Atti di convegno)
- Towards synergistic Human-AI collaboration in Hybrid Decision-Making Systems (Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino - 2024 - 4.1 Contributo in Atti di convegno)
- Towards Synergistic Human-AI Collaboration in Hybrid Decision-Making Systems (Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino - 2023 - 4.1 Contributo in Atti di convegno)
- Trustworthy AI at KDD Lab (Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Pappalardo, Luca; Pedreschi, Dino; Pellungrini, Roberto; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Setzu, Mattia; Deluca, Rosaria - 2023 - 4.1 Contributo in Atti di convegno)
- Correlation and Unintended Biases on Univariate and Multivariate Decision Trees (Setzu, Mattia; Ruggieri, Salvatore - 2023 - 4.1 Contributo in Atti di convegno)