Fabio Azzalini

26 papers A* 1A 1B 1Journal 6Unranked 16
YearRankTypeTitle / Venue / Authors
2026 — conf
Enhanced Data-Driven Product Development via Gradient Based Optimization and Conformalized Monte Carlo Dropout Uncertainty Estimation.
ICAART (4)
Andrea Thomas Nava, Lijo Johny, Fabio Azzalini, Johannes Schneider, Arianna Casanova
2026 J jnl
Enhanced Data-Driven Product Development via Gradient Based Optimization and Conformalized Monte Carlo Dropout Uncertainty Estimation.
CoRR
Andrea Thomas Nava, Lijo Johny, Fabio Azzalini, Johannes Schneider, Arianna Casanova
2024 B conf
Loss Compensation in Multi-Session Recommendation Under Limited Availability.
EDBT
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia
2023 J jnl
An Interpretable Deep-Learning Framework for Predicting Hospital Readmissions From Electronic Health Records.
CoRR
Fabio Azzalini, Tommaso Dolci, Marco Vagaggini
2023 — conf
Data Quality and Data Ethics: Towards a Trade-off Evaluation.
VLDB Workshops
Fabio Azzalini, Cinzia Cappiello, Chiara Criscuolo, Camilla Sancricca, Letizia Tanca
2023 — conf
Data Quality and Fairness: Rivals or Friends?
SEBD
Fabio Azzalini, Cinzia Cappiello, Chiara Criscuolo, Sergio Cuzzucoli, Alessandro Dangelo, Camilla Sancricca, Letizia Tanca
2023 J jnl
Enhancing domain-aware multi-truth data fusion using copy-based source authority and value similarity.
VLDB J.
Fabio Azzalini, Davide Piantella, Emanuele Rabosio, Letizia Tanca
2023 — conf
HEALER: A Data Lake Architecture for Healthcare.
EDBT/ICDT Workshops
Carlo Manco, Tommaso Dolci, Fabio Azzalini, Enrico Barbierato, Marco Gribaudo, Letizia Tanca
2023 J jnl
Improving Gender-Related Fairness in Sentence Encoders: A Semantics-Based Approach.
Data Sci. Eng.
Tommaso Dolci, Fabio Azzalini, Mara Tanelli
2023 — conf
Workflow Characterization of a Big Data System Model for Healthcare Through Multiformalism.
EPEW
Tancredi Covioli, Tommaso Dolci, Fabio Azzalini, Davide Piantella, Enrico Barbierato, Marco Gribaudo
2022 — conf
Bias Score: Estimating Gender Bias in Sentence Representations.
SEBD
Fabio Azzalini, Tommaso Dolci, Mara Tanelli
2022 — —
Data integration and ethical quality : fundamental steps of the data analysis pipeline.
Fabio Azzalini
2022 J jnl
E-FAIR-DB: Functional Dependencies to Discover Data Bias and Enhance Data Equity.
ACM J. Data Inf. Qual.
Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
2022 A* conf
FAIR-DB: A system to discover unfairness in datasets.
ICDE
Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
2022 — conf
Functional Dependencies to Mitigate Data Bias.
SEBD
Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
2022 A conf
SoCRATe: A Recommendation System with Limited-Availability Items.
CIKM
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia
2022 — conf
SoCRATe: a Framework for Compensating Users Over Time with Limited Availability Recommendations.
SEBD
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Letizia Tanca, Sihem Amer-Yahia
2021 — conf
A short account of FAIR-DB: a system to discover Data Bias (Discussion Paper).
SEBD
Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
2021 J jnl
Blocking Techniques for Entity Linkage: A Semantics-Based Approach.
Data Sci. Eng.
Fabio Azzalini, Songle Jin, Marco Renzi, Letizia Tanca
2021 — conf
Extraction of Medical Concepts from Italian Natural Language Descriptions (Discussion Paper).
SEBD
Patrizia Agnello, Silvia Maria Ansaldi, Fabio Azzalini, Giovanni Gangemi, Davide Piantella, Emanuele Rabosio, Letizia Tanca
2021 — conf
FAIR-DB: FunctionAl DependencIes to discoveR Data Bias.
EDBT/ICDT Workshops
Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
2020 — conf
A Deep-Learning-Based Blocking Technique for Entity Linkage.
DASFAA (1)
Fabio Azzalini, Marco Renzi, Letizia Tanca
2019 — conf
Data Fusion with Source Authority and Multiple Truth.
SEBD
Fabio Azzalini, Davide Piantella, Letizia Tanca
2019 — conf
Evolution of Financial Time Series Clusters.
SEBD
Davide Azzalini, Fabio Azzalini, Mirjana Mazuran, Letizia Tanca
2019 — conf
Tracking the Evolution of Financial Time Series Clusters.
DSMM@SIGMOD
Davide Azzalini, Fabio Azzalini, Mirjana Mazuran, Letizia Tanca
2017 — conf
Event Recognition Strategies applied in the Mercurio Project.
MIDAS@PKDD/ECML
Davide Azzalini, Fabio Azzalini, Davide Greco, Mirjana Mazuran, Letizia Tanca