Simulation of Probabilistic Systems for the Age of the Digital Twin

Criteria for a theory of functional responsibility for AI as sociotechnical systems 

SISTEMI INTELLIGENTI
SOCIETÀ EDITRICE IL MULINO

Data speak but sometimes lie: A game-theoretic approach to data bias and algorithmic fairness 

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
ELSEVIER : SOCIETY FOR IMPRECISE PROBABILITY: THEORIES AND APPLICATIONS (SIPTA) : BELIEFS FUNCTIONS AND APPLICATIONS SOCIETY (BFAS)

Trustworthiness Preservation by Copies of Machine Learning Systems 

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

A Logic for Using Information 

LOGIQUE ET ANALYSE
CENTRE NATIONAL BELGE DE RECHERCHE DE LOGIQUE

A logic for reasoning about (negative) trust under uncertainty 

JOURNAL OF APPLIED NON-CLASSICAL LOGICS
TAYLOR & FRANCIS

Justice at the Core of a New AI Paradigm 

HARVARD DATA SCIENCE REVIEW
MIT PRESS

BRIO: il ruolo della logica nella costruzione di un’Intelligenza Artificiale equa 

CNR EDIZIONE

Reasoning With and About Bias 

LOGIC, ARGUMENTATION & REASONING
SPRINGER CHAM

A Proof System with Causal Labels (Part I): checking Individual Fairness and Intersectionality 

CEUR WORKSHOP PROCEEDINGS
CEUR-WS

A Proof System with Causal Labels (Part II): checking Counterfactual Fairness 

CEUR-WS