Chiara Criscuolo

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Functional Dependencies

Top Venues

Publications

Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia
Loss Compensation in Multi-Session Recommendation Under Limited Availability. EDBT (2024)
Chiara Criscuolo, Tommaso Dolci, Mattia Salnitri
Mitigating Unfairness in Machine Learning: A Taxonomy and an Evaluation Pipeline. SEBD (2024)
Chiara Criscuolo, Tommaso Dolci
Exploring Fairness Interpretability with FairnessFriend: A Chatbot Solution. ICDEW (2024)
Luciano Baresi, Chiara Criscuolo, Carlo Ghezzi
Understanding Fairness Requirements for ML-based Software. RE (2023)
Fabio Azzalini, Cinzia Cappiello, Chiara Criscuolo, Sergio Cuzzucoli, Alessandro Dangelo, Camilla Sancricca, Letizia Tanca
Data Quality and Fairness: Rivals or Friends? SEBD (2023)
Fabio Azzalini, Cinzia Cappiello, Chiara Criscuolo, Camilla Sancricca, Letizia Tanca
Data Quality and Data Ethics: Towards a Trade-off Evaluation. VLDB Workshops (2023)
Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
FAIR-DB: A system to discover unfairness in datasets. ICDE (2022)
Chiara Criscuolo, Tommaso Dolci, Mattia Salnitri
Towards Assessing Data Bias in Clinical Trials. Poly/DMAH@VLDB (2022)
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Letizia Tanca, Sihem Amer-Yahia
SoCRATe: a Framework for Compensating Users Over Time with Limited Availability Recommendations. SEBD (2022)
Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
Functional Dependencies to Mitigate Data Bias. SEBD (2022)
Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
E-FAIR-DB: Functional Dependencies to Discover Data Bias and Enhance Data Equity. ACM J. Data Inf. Qual. 14 (4) (2022)
Chiara Criscuolo, Tommaso Dolci, Mattia Salnitri
Towards Assessing Data Bias in Clinical Trials. CoRR (2022)
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia
SoCRATe: A Recommendation System with Limited-Availability Items. CIKM (2022)
Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
A short account of FAIR-DB: a system to discover Data Bias (Discussion Paper). SEBD (2021)
Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
FAIR-DB: FunctionAl DependencIes to discoveR Data Bias. EDBT/ICDT Workshops (2021)