Francesca Pratesi

Most-cited papers

Human migration: the big data perspective
A. Sîrbu, G. Andrienko, N. Andrienko, C. Boldrini +12 more
2020International Journal of Data Science and Analysis99 citations Open access
Semantic Scholar
Privacy-by-design in big data analytics and social mining
A. Monreale, S. Rinzivillo, Francesca Pratesi, F. Giannotti +1 more
2014EPJ Data Science72 citations Open access
Semantic Scholar
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
M. Nanni, G. Andrienko, A. Barabási, C. Boldrini +36 more
2020Ethics and Information Technology68 citations Open access
Semantic Scholar
A Data Mining Approach to Assess Privacy Risk in Human Mobility Data
Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, A. Monreale
2017ACM Transactions on Intelligent Systems and Technology59 citations Open access
Semantic Scholar
Cultural dimensions in online purchase behavior: Evidence from a cross-cultural study
Francesca Pratesi, La-La Hu, Riccardo Rialti, L. Zollo +1 more
2021Italian Journal of Marketing51 citations Open access
Semantic Scholar
(So) Big Data and the transformation of the city
G. Andrienko, N. Andrienko, C. Boldrini, G. Caldarelli +14 more
2020International Journal of Data Science and Analysis34 citations Open access
Semantic Scholar
Privacy-Preserving Distributed Movement Data Aggregation
A. Monreale, W. Wang, Francesca Pratesi, S. Rinzivillo +3 more
2013AGILE Conf.30 citations
Semantic Scholar
Assessing Trustworthy AI in Times of COVID-19: Deep Learning for Predicting a Multiregional Score Conveying the Degree of Lung Compromise in COVID-19 Patients
Himanshi Allahabadi, J. Amann, Isabelle Balot, Andrea Beretta +53 more
2022IEEE Transactions on Technology and Society28 citations Open access
Semantic Scholar
PRUDEnce: a System for Assessing Privacy Risk vs Utility in Data Sharing Ecosystems
Francesca Pratesi, A. Monreale, R. Trasarti, F. Giannotti +2 more
2018Transactions on Data Privacy24 citations
Semantic Scholar
Landiolol in patients with septic shock resident in an intensive care unit (LANDI-SEP): study protocol for a randomized controlled trial
Martin Unger, A. Morelli, M. Singer, P. Radermacher +18 more
2018Trials23 citations Open access
Semantic Scholar
PRIMULE: Privacy risk mitigation for user profiles
Francesca Pratesi, Lorenzo Gabrielli, Paolo Cintia, A. Monreale +1 more
2020Data & Knowledge Engineering11 citations Open access
Semantic Scholar
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science
Giuseppe Amato, Leonardo Candela, D. Castelli, Andrea Esuli +15 more
2018A Comprehensive Guide Through the Italian Database Research11 citations Open access
Semantic Scholar
Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis
Jisu Kim, Francesca Pratesi, Giulio Rossetti, A. Sîrbu +1 more
2022Social Network Analysis and Mining9 citations Open access
Semantic Scholar
An ethico-legal framework for social data science
N. Forgó, Stefanie Hänold, J. van den Hoven, T. Krügel +6 more
2020International Journal of Data Science and Analysis9 citations Open access
Semantic Scholar
Fast Estimation of Privacy Risk in Human Mobility Data
Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, A. Monreale
2017SAFECOMP Workshops8 citations
Semantic Scholar
Analyzing Privacy Risk in Human Mobility Data
Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, A. Monreale
2018STAF Workshops7 citations Open access
Semantic Scholar
Introduction to Special Issue on Trustworthy Artificial Intelligence
Roberta Calegari, Fosca Giannotti, Francesca Pratesi, Michela Milano
2024ACM Computing Surveys5 citations Open access
Semantic Scholar
Assessing Privacy Risk in Retail Data
Roberto Pellungrini, Francesca Pratesi, Luca Pappalardo
2017PAP@PKDD/ECML5 citations
Semantic Scholar
Mobility Mining for Journey Planning in Rome
M. Berlingerio, V. Bicer, A. Botea, S. Braghin +3 more
2015ECML/PKDD5 citations Open access
Semantic Scholar
Privacy-Aware Distributed Mobility Data Analytics
Francesca Pratesi, A. Monreale, W. Wang, S. Rinzivillo +3 more
2013Sistemi Evoluti per Basi di Dati5 citations
Semantic Scholar
Introduction to Special Issue on Trustworthy Artificial Intelligence (Part II)
Roberta Calegari, Fosca Giannotti, Michela Milano, Francesca Pratesi
2025ACM Computing Surveys4 citations Open access
Semantic Scholar
Privacy Preserving Multidimensional Profiling
Francesca Pratesi, A. Monreale, F. Giannotti, D. Pedreschi
2017International Conference on Smart Objects and Technologies for Social Good4 citations Open access
Semantic Scholar
Managing travels with PETRA: The Rome use case
A. Botea, S. Braghin, Nuno Lopes, Riccardo Guidotti +1 more
20152015 31st IEEE International Conference on Data Engineering Workshops4 citations
Semantic Scholar
Analyzing and explaining privacy risks on time series data: ongoing work and challenges
Tristan Allard, H. Asghar, Gildas Avoine, Christophe Bobineau +8 more
2024SIGKDD Explorations2 citations Open access
Semantic Scholar
Integrating Multimodal Learning and Explainable AI for Enhanced and Interpretable Prostate Lesion Classification
Claudio Giovannoni, C. Metta, Andrea Berti, Sara Colantonio +3 more
2026Machine-mediated learning1 citations Open access
Semantic Scholar
SafeGen: safeguarding privacy and fairness through a genetic method
Martina Cinquini, Marta Marchiori Manerba, Federico Mazzoni, Francesca Pratesi +1 more
2025Machine-mediated learning1 citations Open access
Semantic Scholar
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
M. Nanni, G. Andrienko, A. Barabási, C. Boldrini +35 more
20201 citations
Semantic Scholar
Privacy by Design for Mobility Data Analytics
Francesca Pratesi, A. Monreale, D. Pedreschi
2018Handbook of Mobile Data Privacy1 citations
Semantic Scholar
The European Approach to Artificial Intelligence Across Geo-Political Models of Digital Governance
J. van den Hoven, G. Pozzi, M. Stauch, I. Lishchuk +5 more
1 citations
Semantic Scholar
Imagining the AI Landscape after the AI Act (Preface)
Desara Dushi, Francesca Naretto, Francesca Pratesi
2023HHAI Workshops0 citations
Semantic Scholar
Trustworthy AI at KDD Lab
F. Giannotti, Riccardo Guidotti, A. Monreale, Luca Pappalardo +7 more
2023Ital-IA0 citations
Semantic Scholar
Mobility Data Mining: from Technical to Ethical (Dagstuhl Seminar 22022)
B. Berendt, S. Matwin, C. Renso, F. Meissner +3 more
2022Dagstuhl Reports0 citations
Semantic Scholar
Correction to: Cultural dimensions in online purchase behavior: evidence from a cross-cultural study
Francesca Pratesi, La-La Hu, Riccardo Rialti, L. Zollo +1 more
2021Italian Journal of Marketing0 citations Open access
Semantic Scholar
Correction to: An ethico-legal framework for social data science
N. Forgó, Stefanie Hänold, J. van den Hoven, T. Krügel +6 more
2021International Journal of Data Science and Analysis0 citations Open access
Semantic Scholar
Correction to: Cultural dimensions in online purchase behavior: evidence from a cross-cultural study
Francesca Pratesi, La-La Hu, Riccardo Rialti, L. Zollo +1 more
2021Italian Journal of Marketing0 citations Open access
Semantic Scholar
Correction to: Human migration: the big data perspective
A. Sîrbu, G. Andrienko, N. Andrienko, C. Boldrini +12 more
2021International Journal of Data Science and Analysis0 citations Open access
Semantic Scholar
PETRA: The PErsonal TRansport Advisor Platform and Services
M. Berlingerio, V. Bicer, A. Botea, S. Braghin +5 more
2018Complex Networks and Dynamic Systems0 citations
Semantic Scholar
Privacy Risk Assessment in Big Data Analytics and User-Centric Data Ecosystems
Francesca Pratesi
20170 citations
Semantic Scholar
Differential Privacy in Distributed Mobility Analytics
A. Monreale, W. Wang, Francesca Pratesi, S. Rinzivillo +3 more
20130 citations
Semantic Scholar
Research Challenges and Technological Gaps of Trustworthy AI Report (v1)
Umberto Straccia, Francesca Pratesi, J. Hernández-Orallo, Salvatore Ruggieri +2 more
0 citations
Semantic Scholar
Agri-Food Biotechnologies Regulation: a comparative perspective
Giovanni Comandé, Salvatore Ruggieri, Francesca Pratesi, M. Stauch
0 citations
Semantic Scholar
D3.2 Research Challenges and Technological Gaps of Trustworthy AI Report, v.2
De Nó, Umberto Straccia, Francesca Pratesi, Marc Schoenauer
0 citations
Semantic Scholar