Federica Mandreoli
Associate Professor
FIM - Dipartimento di Fisica Informatica e Matematica
University of Modena and Reggio Emilia
Via Campi, 213/b Modena - Italy
Biography
I’m an Associate Professor at the FIM Department of the University of Modena and Reggio Emilia. I got the Italian National Habilitation (Abilitazione Scientifica Nazionale) as Full Professor in the Scientific Sector 01/B1 (Computer Science) and 09/H1 (Information Processing Systems).
I received the Laurea degree in Computer Science from the University of Bologna (Italy) in 1997. In the same year, I started my Ph.D. experience at DEIS (University of Bologna) and on march 2001 I received the Ph.D. degree in Computer Science Engineering with a thesis entitled “Temporal Schema Versioning in Object-Oriented Databases”.
Click here for my CV.
Interests and selected publications
My research activity is in the field of data and information management and access. My current interests mainly focus on information sharing and exchange in heterogeneous and distributed contexts, stream data management, scalable data science, and data-centric AI. In the past, I worked on non-conventional data like textual information, tree-structured and graph-structured data, on temporal databases and schema versioning, and on personalized data access. My activities within these areas cover a wide spectrum, including theory and foundations, algorithm design, software and systems, and engagement with industry.
This is a selected list of my recent publications on these topics:
- Davide Ferrari, Veronica Guidetti, Federica Mandreoli: Multi-Objective Symbolic Regression for Data-Driven Scoring System Management IEEE International Conference on Data Mining (ICDM), Orlando (FL), Dec. 2022. Open source code available on GitHub;
- Fabio Grandi, Federica Mandreoli, Riccardo Martoglia, Wilma Penzo: Unleashing the power of querying streaming data in a temporal database world: A relational algebra approach. Information Systems 103: 101872 (2022);
- Karl Hribernik, Giacomo Cabri, Federica Mandreoli, Gregoris Mentzas: Autonomous, context-aware, adaptive Digital Twins - State of the art and roadmap. Computers in Industry 133: 103508 (2021)
You can find the full list of my publications here, my DBLP entry here, and my Google Scholar profile here.
Selected Activities
The following is a selected list of my recent scientific services:
- Member of the Editorial Board of Data Science and Engineering (Springer);
- Review Editor on the Editorial Board of High Performance Big Data Systems (specialty section of Frontiers in High Performance Computing);
- Review Editor on the Editorial Board of AI in Business (specialty section of Frontiers in Artificial Intelligence);
- Member of the Program Committee of 37th AAAI Conference on Artificial Intelligence (AAAI 2023);
- Member of the Program Committee of the 34th International Conference on Scientific and Statistical Database Management (SSDBM 2022).
I'm currently involved or I've been recently involved in the following projects as PI or co-PI:
- Research contract between FIM Department and ExpertAI SpA within the Project “Ibrid AI – Approccio Ibrido al Natural Language Understanding” founded by Emilia Romagna Region (2022-2023) - PI
- Giliad Inc. funded project “Assessment of well-being state through Intrinsic capacity, in Post-COVID Syndrome: an international multicentre prospective cohort study” (2022) - coPI
- EU Horizon 2020 Marie Marie Skłodowska-Curie RISE Project “FIRST: virtual Factories: Interoperation suppoRting buSiness innovation” (2017-2022) - PI of UNIMORE unit
- POR-FES Project - Region Emilia Romagna “Smart digital twin and intelligent information sharing for Industry 4.0” (2020) - PI