Publications

2026

Towards LLM-KG Symbiosis for Reducing Factual Hallucinations

Tommaso Dolci, Milos Jovanovik, Katja Hose

Proceedings of the Workshops of the EDBT/ICDT Joint Conference, 2026. To appear.

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2025

An Interpretable Deep Learning Framework for Predicting Hospital Readmissions From Electronic Health Records

Fabio Azzalini, Tommaso Dolci, Marco Vagaggini

Smart Health, 2025

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2024

On Assessing Heterogeneity Management Solutions in Federated Learning Systems

Luciano Baresi, Tommaso Dolci, Iyad Wehbe

2024 IEEE/ACM 17th International Conference on Utility and Cloud Computing (UCC), 2024

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A Conceptual Framework for Quality Assurance of LLM-based Socio-critical Systems

Luciano Baresi, Matteo Camilli, Tommaso Dolci, Giovanni Quattrocchi

39th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2024

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Mitigating Unfairness in Machine Learning: A Taxonomy and an Evaluation Pipeline

Chiara Criscuolo, Tommaso Dolci, Mattia Salnitri

32nd Symposium on Advanced Database System (SEBD), 2024

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Exploring Fairness Interpretability with FairnessFriend: A Chatbot Solution

Chiara Criscuolo, Tommaso Dolci

IEEE 40th International Conference on Data Engineering Workshops (ICDEW), 2024

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Tools for Healthcare Data Lake Infrastructure Benchmarking

Tommaso Dolci, Lorenzo Amata, Carlo Manco, Fabio Azzalini, Marco Gribaudo, Letizia Tanca

Information Systems Frontiers, 2024

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Loss Compensation in Multi-Session Recommendation Under Limited Item Availability

Davide Azzalini*, Fabio Azzalini*, Chiara Criscuolo*, Tommaso Dolci*, Davide Martinenghi, Sihem Amer-Yahia
* = equal contribution

Proceedings of the 27th International Conference on Extending Database Technology (EDBT), 2024

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2023

Workflow Characterization of a Big Data System Model for Healthcare Through Multiformalism

Tancredi Covioli, Tommaso Dolci, Fabio Azzalini, Davide Piantella, Enrico Barbierato, Marco Gribaudo

Computer Performance Engineering and Stochastic Modelling: EPEW/ASMTA, 2023

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BioVec-Ita: Biomedical Word Embeddings for the Italian Language

Marcello Bavaro, Tommaso Dolci, Davide Piantella

31st Symposium on Advanced Database System (SEBD), 2023

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A Multi-faceted Analysis of the Performance Variability of Virtual Machines

Luciano Baresi, Tommaso Dolci, Giovanni Quattrocchi, Nicholas Rasi

Software: Practice and Experience, 2023

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Improving Gender-Related Fairness in Sentence Encoders: A Semantics-Based Approach

Tommaso Dolci, Fabio Azzalini, Mara Tanelli

Data Science and Engineering, 2023

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HEALER: A Data Lake Architecture for Healthcare

Carlo Manco, Tommaso Dolci, Fabio Azzalini, Enrico Barbierato, Marco Gribaudo, Letizia Tanca

Proceedings of the Workshops of the EDBT/ICDT Joint Conference, 2023

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Towards Assessing Data Bias in Clinical Trials

Chiara Criscuolo, Tommaso Dolci, Mattia Salnitri

Heterogeneous Data Management, Polystores, and Analytics for Healthcare: VLDB Workshops, 2023

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2022

SoCRATe: A Recommendation System with Limited-Availability Items

Davide Azzalini*, Fabio Azzalini*, Chiara Criscuolo*, Tommaso Dolci*, Davide Martinenghi, Sihem Amer-Yahia
* = equal contribution

Proceedings of the 31st ACM International Conference on Information and Knowledge Management (CIKM), 2022

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Fine-Tuning Language Models to Mitigate Gender Bias in Sentence Encoders

Tommaso Dolci

2022 IEEE Eighth International Conference on Big Data Computing Service and Applications, 2022

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SoCRATe: A Framework for Compensating Users Over Time with Limited Availability Recommendations

Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Letizia Tanca, Sihem Amer-Yahia

30th Symposium on Advanced Database System (SEBD), 2022

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Bias Score: Estimating Gender Bias in Sentence Representations

Fabio Azzalini, Tommaso Dolci, Mara Tanelli

30th Symposium on Advanced Database System (SEBD), 2022

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