Federica Mandreoli

Full Professor, FIM department, University of Modena and Reggio Emilia

Joined

July 2019

Names

Federica Mandreoli (Preferred)

Emails

****@unimore.it (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Full Professor

FIM department, University of Modena and Reggio Emilia (unimore.it)

2023 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Data-centric AI

Present

Clinical decision support systems

Present

smart manufacturing and smart industy

Present

Publications

Symbolic Regression for Transparent Clinical Decision Support: A Data-Centric Framework for Scoring System Development
Veronica Guidetti, Federica Mandreoli
- SEBD 2024
- Readers: Everyone
Automated Knowledge Graph Completion for Natural Language Understanding: Known Paths and Future Directions
Giovanni Buzzega, Veronica Guidetti, Federica Mandreoli, Luca Mariotti, Andrea Belli, Paolo Lombardi
- SEBD 2023
- Readers: Everyone
Death After Liver Transplantation: Mining Interpretable Risk Factors for Survival Prediction
Veronica Guidetti, Giovanni Dolci, Erica Franceschini, Erica Bacca, Giulia Jole Burastero, Davide Ferrari, Valentina Serra, Fabrizio Di Benedetto, Cristina Mussini, Federica Mandreoli
- DSAA 2023
- Readers: Everyone
Unleashing the power of querying streaming data in a temporal database world: A relational algebra approach
Fabio Grandi, Federica Mandreoli, Riccardo Martoglia, Wilma Penzo
- Inf. Syst. 2022
- Readers: Everyone
Data-Driven, AI-Based Clinical Practice: Experiences, Challenges, and Research Directions
Davide Ferrari, Federica Mandreoli, Federico Motta, Paolo Missier
- SEBD 2022
- Readers: Everyone
Multi-Objective Symbolic Regression for Data-Driven Scoring System Management
Davide Ferrari, Veronica Guidetti, Federica Mandreoli
- ICDM 2022
- Readers: Everyone
A Predictive Method to Improve the Effectiveness of Twitter Communication in a Cultural Heritage Scenario
Marco Furini, Federica Mandreoli, Riccardo Martoglia, Manuela Montangero
- ACM Journal on Computing and Cultural Heritage 2022
- Readers: Everyone
Visual Exploratory Data Analysis for Copy Number Variation Studies in Biomedical Research
Chiara Vischioni, Fabio Bove, Federica Mandreoli, Riccardo Martoglia, Valentino Pisi, Cristian Taccioli
- Big Data Res. 2022
- Readers: Everyone
Real-world data mining meets clinical practice: Research challenges and perspective
Federica Mandreoli, Davide Ferrari, Veronica Guidetti, Federico Motta, Paolo Missier
- Frontiers Big Data 2022
- Readers: Everyone
An HMM-ensemble approach to predict severity progression of ICU treatment for hospitalized COVID-19 patients
Federica Mandreoli, Federico Motta, Paolo Missier
- ICMLA 2021
- Readers: Everyone

View all 120 publications

Co-Authors

View all 111 co-authors