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Mattia Setzu
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 12
Top Topics
Source Code
Learning Paradigms
Multivariate Decision Trees
Black Box
Top Venues
CoRR
ICSC
BigData
CogMI
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Publications
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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)