Mattia Setzu

According to our database, Mattia Setzu authored at least 15 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explainable Authorship Identification in Cultural Heritage Applications.

Mattia Setzu, Silvia Corbara, Anna Monreale, Alejandro Moreo, Fabrizio Sebastiani

ACM Journal on Computing and Cultural Heritage, September, 2024

FairBelief - Assessing Harmful Beliefs in Language Models.

Mattia Setzu, Marta Marchiori Manerba, Pasquale Minervini, Debora Nozza

CoRR, 2024

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

Clara Punzi, Roberto Pellungrini, Mattia Setzu, Fosca Giannotti, Dino Pedreschi

CoRR, 2024

Data-Agnostic Pivotal Instances Selection for Decision-Making Models.

Alessio Cascione, Mattia Setzu, Riccardo Guidotti

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers.

Guillermo Fernández, Riccardo Guidotti, Fosca Giannotti, Mattia Setzu, Juan A. Aledo, José A. Gámez, José Miguel Puerta

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

Generative Model for Decision Trees.

Riccardo Guidotti, Anna Monreale, Mattia Setzu, Giulia Volpi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective.

Mattia Setzu, Silvia Corbara, Anna Monreale, Alejandro Moreo, Fabrizio Sebastiani

CoRR, 2023

Trustworthy AI at KDD Lab.

Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca

Proceedings of the Italia Intelligenza Artificiale, 2023

HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis.

Nafis Irtiza Tripto, Adaku Uchendu, Thai Le, Mattia Setzu, Fosca Giannotti, Dongwon Lee

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Correlation and Unintended Biases on Univariate and Multivariate Decision Trees.

Mattia Setzu, Salvatore Ruggieri

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Opening the Black Box: Empowering Machine Learning Models with Explanations.

Mattia Setzu

PhD thesis, 2022

2021

GLocalX - From Local to Global Explanations of Black Box AI Models.

Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti

Artif. Intell., 2021

TRIPLEx: Triple Extraction for Explanation.

Mattia Setzu, Anna Monreale, Pasquale Minervini

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021

2019

Global Explanations with Local Scoring.

Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2016

SPARQL Queries over Source Code.

Mattia Setzu, Maurizio Atzori

Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016