Mattia Setzu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Multivariate Decision Trees

Learning Paradigms

Negative Correlation

Top Venues

Publications

Guillermo Fernández, Riccardo Guidotti, Fosca Giannotti, Mattia Setzu, Juan A. Aledo, José A. Gámez, José Miguel Puerta
FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers. IDA (2) (2024)
Mattia Setzu, Marta Marchiori Manerba, Pasquale Minervini, Debora Nozza
FairBelief - Assessing Harmful Beliefs in Language Models. CoRR (2024)
Riccardo Guidotti, Anna Monreale, Mattia Setzu, Giulia Volpi
Generative Model for Decision Trees. AAAI (2024)
Clara Punzi, Roberto Pellungrini, Mattia Setzu, Fosca Giannotti, Dino Pedreschi
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems. CoRR (2024)
Mattia Setzu, Salvatore Ruggieri
Correlation and Unintended Biases on Univariate and Multivariate Decision Trees. BigData (2023)
Mattia Setzu, Silvia Corbara, Anna Monreale, Alejandro Moreo, Fabrizio Sebastiani
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective. CoRR (2023)
Nafis Irtiza Tripto, Adaku Uchendu, Thai Le, Mattia Setzu, Fosca Giannotti, Dongwon Lee
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis. CoRR (2023)
Nafis Irtiza Tripto, Adaku Uchendu, Thai Le, Mattia Setzu, Fosca Giannotti, Dongwon Lee
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis. EMNLP (Findings) (2023)
Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca
Trustworthy AI at KDD Lab. Ital-IA (2023)
Mattia Setzu, Salvatore Ruggieri
Correlation and Unintended Biases on Univariate and Multivariate Decision Trees. CoRR (2023)
Mattia Setzu, Anna Monreale, Pasquale Minervini
TRIPLEx: Triple Extraction for Explanation. CogMI (2021)
Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
GLocalX - From Local to Global Explanations of Black Box AI Models. CoRR (2021)
Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
GLocalX - From Local to Global Explanations of Black Box AI Models. Artif. Intell. 294 (2021)
Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini
Global Explanations with Local Scoring. PKDD/ECML Workshops (1) (2019)
Mattia Setzu, Maurizio Atzori
SPARQL Queries over Source Code. ICSC (2016)