Francesca Pratesi

According to our database, Francesca Pratesi authored at least 29 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Introduction to Special Issue on Trustworthy Artificial Intelligence.

Roberta Calegari, Fosca Giannotti, Francesca Pratesi, Michela Milano

ACM Comput. Surv., July, 2024

Analyzing and explaining privacy risks on time series data: ongoing work and challenges.

Tristan Allard, Hira Asghar, Gildas Avoine, Christophe Bobineau, Pierre Cauchois, Elisa Fromont, Anna Monreale, Francesca Naretto, Roberto Pellungrini, Francesca Pratesi, Marie-Christine Rousset, Antonin Voyez

SIGKDD Explor., June, 2024

FRIA Implementation Model According to the AI Act.

Lucilla Gatt, Ilaria Amelia Caggiano, Maria Cristina Gaeta, Roberta Savella, Emiliano Troisi, Francesca Pratesi, Roberto Trasarti

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

2023

Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis.

Jisu Kim, Francesca Pratesi, Giulio Rossetti, Alina Sîrbu, Fosca Giannotti

Soc. Netw. Anal. Min., 2023

Trustworthy AI at KDD Lab.

Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca

Proceedings of the Italia Intelligenza Artificiale, 2023

Imagining the AI Landscape after the AI Act (Preface).

Desara Dushi, Francesca Naretto, Francesca Pratesi

Proceedings of the Workshops at the Second International Conference on Hybrid Human-Artificial Intelligence co-located with (HHAI 2023), 2023

2022

Mobility Data Mining: from Technical to Ethical (Dagstuhl Seminar 22022).

Bettina Berendt, Stan Matwin, Chiara Renso, Fran Meissner, Francesca Pratesi, Alessandra Raffaetà, Geoffrey Rockwell

Dagstuhl Reports, 2022

2021

Correction to: Human migration: the big data perspective.

Alina Sîrbu, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma

Int. J. Data Sci. Anal., 2021

Human migration: the big data perspective.

Alina Sîrbu, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma

Int. J. Data Sci. Anal., 2021

Correction to: An ethico-legal framework for social data science.

Nikolaus Forgó, Stefanie Hänold, Jeroen van den Hoven, Tina Krügel, Iryna V. Lishchuk, René Mahieu, Anna Monreale, Dino Pedreschi, Francesca Pratesi, David van Putten

Int. J. Data Sci. Anal., 2021

An ethico-legal framework for social data science.

Nikolaus Forgó, Stefanie Hänold, Jeroen van den Hoven, Tina Krügel, Iryna V. Lishchuk, René Mahieu, Anna Monreale, Dino Pedreschi, Francesca Pratesi, David van Putten

Int. J. Data Sci. Anal., 2021

(So) Big Data and the transformation of the city.

Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Guido Caldarelli, Paolo Cintia, Stefano Cresci, Angelo Facchini, Fosca Giannotti, Aristides Gionis, Riccardo Guidotti, Michael Mathioudakis, Cristina Ioana Muntean, Luca Pappalardo, Dino Pedreschi, Evangelos Pournaras, Francesca Pratesi, Maurizio Tesconi, Roberto Trasarti

Int. J. Data Sci. Anal., 2021

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.

Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani

Ethics Inf. Technol., 2021

2020

PRIMULE: Privacy risk mitigation for user profiles.

Francesca Pratesi, Lorenzo Gabrielli, Paolo Cintia, Anna Monreale, Fosca Giannotti

Data Knowl. Eng., 2020

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.

Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani

CoRR, 2020

2018

Privacy by Design for Mobility Data Analytics.

Francesca Pratesi, Anna Monreale, Dino Pedreschi

Proceedings of the Handbook of Mobile Data Privacy., 2018

A Data Mining Approach to Assess Privacy Risk in Human Mobility Data.

Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale

ACM Trans. Intell. Syst. Technol., 2018

PRUDEnce: a System for Assessing Privacy Risk vs Utility in Data Sharing Ecosystems.

Francesca Pratesi, Anna Monreale, Roberto Trasarti, Fosca Giannotti, Dino Pedreschi, Tadashi Yanagihara

Trans. Data Priv., 2018

Analyzing Privacy Risk in Human Mobility Data.

Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale

Proceedings of the Software Technologies: Applications and Foundations, 2018

How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.

Giuseppe Amato, Leonardo Candela, Donatella Castelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Fosca Giannotti, Anna Monreale, Mirco Nanni, Pasquale Pagano, Luca Pappalardo, Dino Pedreschi, Francesca Pratesi, Fausto Rabitti, Salvatore Rinzivillo, Giulio Rossetti, Salvatore Ruggieri, Fabrizio Sebastiani, Maurizio Tesconi

Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017

Privacy Risk Assessment in Big Data Analytics and User-Centric Data Ecosystems.

Francesca Pratesi

PhD thesis, 2017

Fast Estimation of Privacy Risk in Human Mobility Data.

Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale

Proceedings of the Computer Safety, Reliability, and Security, 2017

Assessing Privacy Risk in Retail Data.

Roberto Pellungrini, Francesca Pratesi, Luca Pappalardo

Proceedings of the Personal Analytics and Privacy. An Individual and Collective Perspective, 2017

Privacy Preserving Multidimensional Profiling.

Francesca Pratesi, Anna Monreale, Fosca Giannotti, Dino Pedreschi

Proceedings of the Smart Objects and Technologies for Social Good, 2017

2015

Mobility Mining for Journey Planning in Rome.

Michele Berlingerio, Veli Bicer, Adi Botea, Stefano Braghin, Nuno Lopes, Riccardo Guidotti, Francesca Pratesi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Managing travels with PETRA: The Rome use case.

Adi Botea, Stefano Braghin, Nuno Lopes, Riccardo Guidotti, Francesca Pratesi

Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

2014

Privacy-by-design in big data analytics and social mining.

Anna Monreale, Salvatore Rinzivillo, Francesca Pratesi, Fosca Giannotti, Dino Pedreschi

EPJ Data Sci., 2014

2013

Privacy-Aware Distributed Mobility Data Analytics.

Francesca Pratesi, Anna Monreale, Hui Wang, Salvatore Rinzivillo, Dino Pedreschi, Gennady L. Andrienko, Natalia V. Andrienko

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Privacy-Preserving Distributed Movement Data Aggregation.

Anna Monreale, Wendy Hui Wang, Francesca Pratesi, Salvatore Rinzivillo, Dino Pedreschi, Gennady L. Andrienko, Natalia V. Andrienko

Proceedings of the Geographic Information Science at the Heart of Europe, 2013