Francesca Mangili

1.5k total citations
46 papers, 743 citations indexed

About

Francesca Mangili is a scholar working on Artificial Intelligence, Control and Systems Engineering and Statistics and Probability. According to data from OpenAlex, Francesca Mangili has authored 46 papers receiving a total of 743 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Artificial Intelligence, 11 papers in Control and Systems Engineering and 7 papers in Statistics and Probability. Recurrent topics in Francesca Mangili's work include Fault Detection and Control Systems (9 papers), Bayesian Methods and Mixture Models (6 papers) and Human Mobility and Location-Based Analysis (5 papers). Francesca Mangili is often cited by papers focused on Fault Detection and Control Systems (9 papers), Bayesian Methods and Mixture Models (6 papers) and Human Mobility and Location-Based Analysis (5 papers). Francesca Mangili collaborates with scholars based in Switzerland, Italy and France. Francesca Mangili's co-authors include Enrico Zio, Piero Baraldi, Alessio Benavoli, Francesco Cadini, Francesca Cellina, Marco Zaffalon, Giorgio Corani, Martin Raubal, Dominik Bucher and Fabrizio Ruggeri and has published in prestigious journals such as SHILAP Revista de lepidopterología, Cancer and Scientific Reports.

In The Last Decade

Francesca Mangili

41 papers receiving 716 citations

Peers

Countries citing papers authored by Francesca Mangili

Since Specialization

Citations

This map shows the geographic impact of Francesca Mangili's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Francesca Mangili with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Francesca Mangili more than expected).

Fields of papers citing papers by Francesca Mangili

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Francesca Mangili. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Francesca Mangili. The network helps show where Francesca Mangili may publish in the future.

Co-authorship network of co-authors of Francesca Mangili

This figure shows the co-authorship network connecting the top 25 collaborators of Francesca Mangili. A scholar is included among the top collaborators of Francesca Mangili based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Francesca Mangili. Francesca Mangili is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Technical and legal aspects of federated learning in bioinformatics: applications, challenges and opportunities 2025 ·Frontiers in Digital Health ·(unknown), Marco Scutari, (unknown), Jessica van Setten, Sander W. van der Laan, Saskia Haitjema, Aaron M. Lee, (unknown), Francesca Mangili	0
2	Microvascular Health as a Key Determinant of Organismal Aging 2025 ·Advanced Science ·(unknown), (unknown), Francesca Mangili, Myriam Grunewald, Simone Bersini	0
3	FADE-CTP: A Framework for the Analysis and Design of Educational Computational Thinking Problems 2025 ·Technology Knowledge and Learning ·(unknown), Alberto Piatti, Engin Bumbacher, (unknown), Francesco Mondada, (unknown), Francesca Mangili, Luca Maria Gambardella	0
4	A transfer learning framework to elucidate the clinical relevance of altered proximal tubule cell states in kidney disease 2024 ·iScience ·David Legouis, Anna Maria Rinaldi, (unknown), (unknown), Thomas Verissimo, Anna Faivre, Francesca Mangili, Andrea Rinaldi, (unknown), Jérôme Pugin, Solange Moll, (unknown), Marco Bolis, Sophie de Seigneux, Laura Azzimonti, Pietro E. Cippà	4
5	A semantic data framework to support data-driven demand forecasting 2023 ·Journal of Physics Conference Series ·(unknown), Francesca Mangili, (unknown), (unknown), A. Hainoun, Andrea Emilio Rizzoli, (unknown), Matthias Sulzer	0
6	Rubric-based Learner Modelling via Noisy Gates Bayesian Networks for Computational Thinking Skills Assessment 2023 ·SHILAP Revista de lepidopterología ·(unknown), Francesca Mangili, Alberto Piatti, (unknown), Alessandro Antonucci	1
7	0621 A machine learning model to predict the risk of perinatal depression from sleep data in healthy pregnant women 2023 ·SLEEP ·Corrado Garbazza, Francesca Mangili, (unknown), (unknown), Armando D’Agostino, Alessandro Cicolin, Fabio Cirignotta, Mauro Manconi	2
8	Risk-Based Mapping Tools for Surveillance and Control of the Invasive Mosquito Aedes albopictus in Switzerland 2022 ·International Journal of Environmental Research and Public Health ·Damiana Ravasi, Francesca Mangili, David Huber, Laura Azzimonti, Lukas Engeler, (unknown), (unknown), Valeria Guidi, Mauro Tonolla, Eleonora Flacio	6
9	The effects of microclimatic winter conditions in urban areas on the risk of establishment for Aedes albopictus 2022 ·Scientific Reports ·Damiana Ravasi, Francesca Mangili, David Huber, Massimiliano Cannata, (unknown), Eleonora Flacio	5
10	The Influence of Baseline Clinical Status and Surgical Strategy on Early Good to Excellent Result in Spinal Lumbar Arthrodesis: A Machine Learning Approach 2021 ·Journal of Personalized Medicine ·Pedro Berjano, Francesco Langella, (unknown), (unknown), (unknown), David Huber, Francesca Mangili, (unknown), Fabio Galbusera, Andrea Cina, Tito Bassani, Claudio Lamartina, Laura Scaramuzzo, Roberto Bassani, Marco Brayda‐Bruno, Jorge Hugo Villafañe, (unknown), Laura Azzimonti	13
11	A Large Scale, App-Based Behaviour Change Experiment Persuading Sustainable Mobility Patterns: Methods, Results and Lessons Learnt 2019 ·Sustainability ·Francesca Cellina, Dominik Bucher, Francesca Mangili, (unknown), (unknown), Martin Raubal	48
12	A prior near-ignorance Gaussian process model for nonparametric regression 2016 ·International Journal of Approximate Reasoning ·Francesca Mangili	2
13	A Bayesian nonparametric procedure for comparing algorithms 2015 ·International Conference on Machine Learning ·Alessio Benavoli, Giorgio Corani, Francesca Mangili, Marco Zaffalon	4
14	Gaussian Processes for Bayesian hypothesis tests on regression functions 2015 ·International Conference on Artificial Intelligence and Statistics ·Alessio Benavoli, Francesca Mangili	7
15	A Hybrid Ensemble-Based Approach for Process Parameter Estimation and Degradation Assessment in Offshore Oil Platforms 2014 ·International Journal of Performability Engineering ·Piero Baraldi, Francesca Mangili, (unknown), (unknown), Enrico Zio	7
16	New prior near-ignorance models on the simplex 2014 ·International Journal of Approximate Reasoning ·Francesca Mangili, Alessio Benavoli	4
17	Investigation of uncertainty treatment capability of model-based and data-driven prognostic methods using simulated data 2012 ·Reliability Engineering & System Safety ·Piero Baraldi, Francesca Mangili, Enrico Zio	105
18	Breast carcinoma detection with a combination of radiolabeled monoclonal antibodies: Promising results from immunohistochemistry studies 1996 ·Cancer ·Francesca Mangili, Isabella Sassi, (unknown), Biagio Eugenio Leone, Paola Garancini, (unknown)	2
19	3-D Object Recognition: a Matching Paradigm Oriented to Data Fusion 1989 ·(unknown), Francesca Mangili, (unknown)	3
20	Object Recognition and Positioning Methodologies in 3-D Space from a Single View 1986 ·Francesca Mangili, (unknown)	2

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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