Mattia Setzu - RankMe

26 papers A* 1A 1B 1Journal 11Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Fair Clustering with Clusterlets. CoRR Mattia Setzu, Riccardo Guidotti
2025	A	`conf`	Group Explainability Through Local Approximation. ECAI Mattia Setzu, Riccardo Guidotti, Dino Pedreschi, Fosca Giannotti
2025	J	`jnl`	Interpretable Machine Learning for Oral Lesion Diagnosis through Prototypical Instances Identification. CoRR Alessio Cascione, Mattia Setzu, Federico A. Galatolo, Mario G. C. A. Cimino, Riccardo Guidotti
2025	J	`jnl`	Towards the Formalization of a Trustworthy AI for Mining Interpretable Models explOiting Sophisticated Algorithms. CoRR Riccardo Guidotti, Martina Cinquini, Marta Marchiori Manerba, Mattia Setzu, Francesco Spinnato
2024	J	`jnl`	AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems. CoRR Clara Punzi, Roberto Pellungrini, Mattia Setzu, Fosca Giannotti, Dino Pedreschi
2024	—	`conf`	Data-Agnostic Pivotal Instances Selection for Decision-Making Models. ECML/PKDD (1) Alessio Cascione, Mattia Setzu, Riccardo Guidotti
2024	J	`jnl`	Explainable Authorship Identification in Cultural Heritage Applications. ACM Journal on Computing and Cultural Heritage Mattia Setzu, Silvia Corbara, Anna Monreale, Alejandro Moreo, Fabrizio Sebastiani
2024	—	`conf`	FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers. IDA (2) Guillermo Fernández, Riccardo Guidotti, Fosca Giannotti, Mattia Setzu, Juan A. Aledo, José A. Gámez, José M. Puerta
2024	J	`jnl`	FairBelief - Assessing Harmful Beliefs in Language Models. CoRR Mattia Setzu, Marta Marchiori Manerba, Pasquale Minervini, Debora Nozza
2024	A*	`conf`	Generative Model for Decision Trees. AAAI Riccardo Guidotti, Anna Monreale, Mattia Setzu, Giulia Volpi
2024	—	`conf`	Interpretable Machine Learning for Oral Lesion Diagnosis Through Prototypical Instances Identification. DS (2) Alessio Cascione, Mattia Setzu, Federico A. Galatolo, Mario G. C. A. Cimino, Riccardo Guidotti
2024	—	`ed.`	Proceedings of the 5th Italian Workshop on Explainable Artificial Intelligence, co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence, Bolzano, Italy, November 26-27, 2024. XAI.it@AI*IA Marco Polignano, Cataldo Musto, Roberto Pellungrini, Erasmo Purificato, Giovanni Semeraro, Mattia Setzu
2024	—	`conf`	XAI.it 2024: An Overview on the Future of AI in the Era of Large Language Models. XAI.it@AI*IA Marco Polignano, Cataldo Musto, Roberto Pellungrini, Erasmo Purificato, Giovanni Semeraro, Mattia Setzu
2023	B	`conf`	Correlation and Unintended Biases on Univariate and Multivariate Decision Trees. IEEE Big Data Mattia Setzu, Salvatore Ruggieri
2023	J	`jnl`	Correlation and Unintended Biases on Univariate and Multivariate Decision Trees. CoRR Mattia Setzu, Salvatore Ruggieri
2023	J	`jnl`	Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective. CoRR Mattia Setzu, Silvia Corbara, Anna Monreale, Alejandro Moreo, Fabrizio Sebastiani
2023	—	`conf`	HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis. EMNLP (Findings) Nafis Irtiza Tripto, Adaku Uchendu, Thai Le, Mattia Setzu, Fosca Giannotti, Dongwon Lee
2023	J	`jnl`	HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis. CoRR Nafis Irtiza Tripto, Adaku Uchendu, Thai Le, Mattia Setzu, Fosca Giannotti, Dongwon Lee
2023	—	`conf`	Towards Synergistic Human-AI Collaboration in Hybrid Decision-Making Systems. PKDD/ECML Workshops (2) Clara Punzi, Mattia Setzu, Roberto Pellungrini, Fosca Giannotti, Dino Pedreschi
2023	—	`conf`	Trustworthy AI at KDD Lab. Ital-IA Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca
2022	—	`—`	Opening the Black Box: Empowering Machine Learning Models with Explanations. Mattia Setzu
2021	J	`jnl`	GLocalX - From Local to Global Explanations of Black Box AI Models. Artif. Intell. Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
2021	J	`jnl`	GLocalX - From Local to Global Explanations of Black Box AI Models. CoRR Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
2021	—	`conf`	TRIPLEx: Triple Extraction for Explanation. CogMI Mattia Setzu, Anna Monreale, Pasquale Minervini
2019	—	`conf`	Global Explanations with Local Scoring. PKDD/ECML Workshops (1) Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini
2016	—	`conf`	SPARQL Queries over Source Code. ICSC Mattia Setzu, Maurizio Atzori