Fabio Azzalini

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 23

Top Topics

Functional Dependencies

Top Venues

EDBT/ICDT Workshops

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)
Carlo Manco, Tommaso Dolci, Fabio Azzalini, Enrico Barbierato, Marco Gribaudo, Letizia Tanca
HEALER: A Data Lake Architecture for Healthcare. EDBT/ICDT Workshops (2023)
Tommaso Dolci, Fabio Azzalini, Mara Tanelli
Improving Gender-Related Fairness in Sentence Encoders: A Semantics-Based Approach. Data Sci. Eng. 8 (2) (2023)
Tancredi Covioli, Tommaso Dolci, Fabio Azzalini, Davide Piantella, Enrico Barbierato, Marco Gribaudo
Workflow Characterization of a Big Data System Model for Healthcare Through Multiformalism. EPEW (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, Tommaso Dolci, Marco Vagaggini
An Interpretable Deep-Learning Framework for Predicting Hospital Readmissions From Electronic Health Records. CoRR (2023)
Fabio Azzalini, Davide Piantella, Emanuele Rabosio, Letizia Tanca
Enhancing domain-aware multi-truth data fusion using copy-based source authority and value similarity. VLDB J. 32 (3) (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)
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)
Fabio Azzalini, Tommaso Dolci, Mara Tanelli
Bias Score: Estimating Gender Bias in Sentence Representations. SEBD (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)
Patrizia Agnello, Silvia Maria Ansaldi, Fabio Azzalini, Giovanni Gangemi, Davide Piantella, Emanuele Rabosio, Letizia Tanca
Extraction of Medical Concepts from Italian Natural Language Descriptions (Discussion Paper). SEBD (2021)
Fabio Azzalini, Songle Jin, Marco Renzi, Letizia Tanca
Blocking Techniques for Entity Linkage: A Semantics-Based Approach. Data Sci. Eng. 6 (1) (2021)
Fabio Azzalini, Marco Renzi, Letizia Tanca
A Deep-Learning-Based Blocking Technique for Entity Linkage. DASFAA (1) (2020)
Fabio Azzalini, Davide Piantella, Letizia Tanca
Data Fusion with Source Authority and Multiple Truth. SEBD (2019)
Davide Azzalini, Fabio Azzalini, Mirjana Mazuran, Letizia Tanca
Evolution of Financial Time Series Clusters. SEBD (2019)
Davide Azzalini, Fabio Azzalini, Mirjana Mazuran, Letizia Tanca
Tracking the Evolution of Financial Time Series Clusters. DSMM@SIGMOD (2019)
Davide Azzalini, Fabio Azzalini, Davide Greco, Mirjana Mazuran, Letizia Tanca
Event Recognition Strategies applied in the Mercurio Project. MIDAS@PKDD/ECML (2017)