Members
Federica Baccini
Federica Baccini is a Researcher at the Department of Computer, Control and Management Engineering “Antonio Ruberti”, Università di Roma “La Sapienza”. She got her PhD in Computer Science at the University of Pisa in 2023 defending a thesis with title “Analysis of multiple relations in multilayer and higher-order networks”, supervised by Prof. Monica Bianchini, from the Department of Information Engineering and Mathematics of the University of Siena, and Dr. Filippo Geraci, from the Institute of Informatics and Telematics of CNR, Pisa. During her PhD, she spent six months as a visiting PhD student at Queen Mary University of London, supervised by prof. Ginestra Bianconi. Prior to that, she got her Master’s degree in Applied Mathematics at the University of Siena (summa cum laude). Her research interests mainly focus on the analysis of multilayer and higher-order networks, with emphasis on their interdisciplinary applications. She is author of articles published in Physical Review E, Journal of Informetrics, Journal of Physics: Complexity and Mathematics.
Development of an app for a science-based prescription of haemodialysis
Peyronel Francesco; Rossi Alberto; Palazzini Giulia; Tagliavini Dante; Baccini Federica;
2024
Fine-grained classification of journal articles based on multiple layers of information through similarity network fusion: The case of the Cambridge Journal of Economics
Baccini Alberto; Baccini Federica; Barabesi Lucio; Cioni Martina; Petrovich Eugenio; Pignalosa Daria;
2024
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
Bernárdez, Guillermo; Telyatnikov, Lev; Montagna, Marco; Baccini, Federica; Papillon, Mathilde; Ferriol-Galmés, Miquel; Hajij, Mustafa; Papamarkou, Theodore; Bucarelli, Maria Sofia; Zaghen, Olga;
2024
Adversarial data poisoning for fake news detection: How to make a model misclassify a target news without modifying it
Siciliano, Federico; Maiano, Luca; Papa, Lorenzo; Baccini, Federica; Amerini, Irene; Silvestri, Fabrizio;
2023
Analysis of Multiple Relations in Multilayer and Higher-Order Networks
BACCINI FEDERICA;
2023
Similarity matrix average for aggregating multiplex networks
Baccini Federica; Barabesi Lucio; Petrovich Eugenio;
2023
Similarity network aggregation for the analysis of glacier ecosystems
Ambrosini Roberto; Baccini Federica; Barabesi Lucio;
2023
Graph-Based Integration of Histone Modification Profiles
Baccini Federica; Bianchini Monica; Geraci Filippo
2022
Similarity network fusion for scholarly journals
Baccini Federica; Barabesi Lucio; Baccini Alberto; Khelfaoui Mahdi; Gingras Yves
2022
Weighted simplicial complexes and their representation power of higher-order network data and topology
Baccini Federica; Geraci Filippo; Bianconi Ginestra;
2022
CaregiverMatcher: graph neural networks for connecting caregivers of rare disease patients
Guerranti Filippo; Mannino Mirco; Baccini Federica; Bongini Pietro; Pancino Niccol; Visibelli Anna; Marziali Sara;
2021
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