Francesca Mangili

37 papers A* 2A 1C 2Misc 2Journal 26Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Exploring the Role of Professional Development in Fostering AI Competence Among Teachers in Southern Switzerland.
WAILS
Lucio Negrini, Marika Lamacchia, Maria Concetta Carruba, Emanuele Delucchi, Masiar Babazadeh, Francesca Mangili, Alberto Termine
2025 J jnl
FADE-CTP: A Framework for the Analysis and Design of Educational Computational Thinking Problems.
Technol. Knowl. Learn.
Giorgia Adorni, Alberto Piatti, Engin Bumbacher, Lucio Negrini, Francesco Mondada, Dorit Assaf, Francesca Mangili, Luca Maria Gambardella
2025 J jnl
Technical Insights and Legal Considerations for Advancing Federated Learning in Bioinformatics.
CoRR
Daniele Malpetti, Marco Scutari, Francesco Gualdi, Jessica van Setten, Sander W. Van der Laan, Saskia Haitjema, Aaron Mark Lee, Isabelle Hering, Francesca Mangili
2025 J jnl
Technical and legal aspects of federated learning in bioinformatics: applications, challenges and opportunities.
Frontiers Digit. Health
Daniele Malpetti, Marco Scutari, Francesco Gualdi, Jessica van Setten, Sander W. Van der Laan, Saskia Haitjema, Aaron Mark Lee, Isabelle Hering, Francesca Mangili
2024 J jnl
A theoretical framework for the design and analysis of computational thinking problems in education.
CoRR
Giorgia Adorni, Alberto Piatti, Engin Bumbacher, Lucio Negrini, Francesco Mondada, Dorit Assaf, Francesca Mangili, Luca Maria Gambardella
2024 — conf
Designing for Complementarity: A Conceptual Framework to Go Beyond the Current Paradigm of Using XAI in Healthcare.
HCI (51)
Elisa Rubegni, Omran Ayoub, Stefania Maria Rita Rizzo, Marco Barbero, Guenda Bernegger, Francesca D. Faraci, Francesca Mangili, Emiliano Soldini, Pierpaolo Trimboli, Alessandro Facchini
2024 J jnl
Designing for Complementarity: A Conceptual Framework to Go Beyond the Current Paradigm of Using XAI in Healthcare.
CoRR
Elisa Rubegni, Omran Ayoub, Stefania Maria Rita Rizzo, Marco Barbero, Guenda Bernegger, Francesca D. Faraci, Francesca Mangili, Emiliano Soldini, Pierpaolo Trimboli, Alessandro Facchini
2024 J jnl
Flotta: a Secure and Flexible Spark-inspired Federated Learning Framework.
CoRR
Claudio Bonesana, Daniele Malpetti, Sandra Mitrovic, Francesca Mangili, Laura Azzimonti
2024 J jnl
Intelligent tutoring systems by Bayesian nets with noisy gates.
CoRR
Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
2024 J jnl
Rubric-based Learner Modelling via Noisy Gates Bayesian Networks for Computational Thinking Skills Assessment.
CoRR
Giorgia Adorni, Francesca Mangili, Alberto Piatti, Claudio Bonesana, Alessandro Antonucci
2024 J jnl
The CTSkills App - Measuring Problem Decomposition Skills of Students in Computational Thinking.
CoRR
Dorit Assaf, Giorgia Adorni, Elia Lutz, Lucio Negrini, Alberto Piatti, Francesco Mondada, Francesca Mangili, Luca Maria Gambardella
2022 Misc conf
Intelligent Tutoring Systems by Bayesian Nets with Noisy Gates.
FLAIRS
Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
2022 Misc conf
Modelling Assessment Rubrics through Bayesian Networks: a Pragmatic Approach.
SoftCOM
Francesca Mangili, Giorgia Adorni, Alberto Piatti, Claudio Bonesana, Alessandro Antonucci
2022 J jnl
Modelling Assessment Rubrics through Bayesian Networks: a Pragmatic Approach.
CoRR
Francesca Mangili, Giorgia Adorni, Alberto Piatti, Claudio Bonesana, Alessandro Antonucci
2021 C conf
A New Score for Adaptive Tests in Bayesian and Credal Networks.
ECSQARU
Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
2021 J jnl
A New Score for Adaptive Tests in Bayesian and Credal Networks.
CoRR
Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
2021 J jnl
ADAPQUEST: A Software for Web-Based Adaptive Questionnaires based on Bayesian Networks.
CoRR
Claudio Bonesana, Francesca Mangili, Alessandro Antonucci
2020 J jnl
A Bayesian Approach to Conversational Recommendation Systems.
CoRR
Francesca Mangili, Denis Broggini, Alessandro Antonucci, Marco Alberti, Lorenzo Cimasoni
2020 — conf
Conversational Recommender System by Bayesian Methods.
SUM
Francesca Mangili, Denis Broggini, Alessandro Antonucci
2018 J jnl
ALBIS: integrated system for risk-based surveillance of invasive mosquito
PeerJ Prepr.
Milan Petar Antonovic, Massimiliano Cannata, Andrea Danani, Lukas Engeler, Eleonora Flacio, Francesca Mangili, Damiana Ravasi, Daniele Strigaro, Mauro Tonolla
2018 J jnl
Demo Abstract: Extracting eco-feedback information from automatic activity tracking to promote energy-efficient individual mobility behavior.
Comput. Sci. Res. Dev.
Dominik Bucher, Francesca Mangili, Claudio Bonesana, David Jonietz, Francesca Cellina, Martin Raubal
2017 J jnl
Prediction of industrial equipment Remaining Useful Life by fuzzy similarity and belief function theory.
Expert Syst. Appl.
Piero Baraldi, Francesco Di Maio, Sameer Al-Dahidi, Enrico Zio, Francesca Mangili
2017 C conf
Reliable Knowledge-Based Adaptive Tests by Credal Networks.
ECSQARU
Francesca Mangili, Claudio Bonesana, Alessandro Antonucci
2017 J jnl
Statistical comparison of classifiers through Bayesian hierarchical modelling.
Mach. Learn.
Giorgio Corani, Alessio Benavoli, Janez Demsar, Francesca Mangili, Marco Zaffalon
2016 J jnl
A prior near-ignorance Gaussian process model for nonparametric regression.
Int. J. Approx. Reason.
Francesca Mangili
2016 J jnl
Should We Really Use Post-Hoc Tests Based on Mean-Ranks?
J. Mach. Learn. Res.
Alessio Benavoli, Giorgio Corani, Francesca Mangili
2016 J jnl
Statistical comparison of classifiers through Bayesian hierarchical modelling.
CoRR
Giorgio Corani, Alessio Benavoli, Janez Demsar, Francesca Mangili, Marco Zaffalon
2015 A* conf
A Bayesian nonparametric procedure for comparing algorithms.
ICML
Alessio Benavoli, Giorgio Corani, Francesca Mangili, Marco Zaffalon
2015 J jnl
A belief function theory based approach to combining different representation of uncertainty in prognostics.
Inf. Sci.
Piero Baraldi, Francesca Mangili, Enrico Zio
2015 — conf
Bayesian Hypothesis Testing in Machine Learning.
ECML/PKDD (3)
Giorgio Corani, Alessio Benavoli, Francesca Mangili, Marco Zaffalon
2015 A conf
Gaussian Processes for Bayesian hypothesis tests on regression functions.
AISTATS
Alessio Benavoli, Francesca Mangili
2015 J jnl
New prior near-ignorance models on the simplex.
Int. J. Approx. Reason.
Francesca Mangili, Alessio Benavoli
2015 J jnl
Should we really use post-hoc tests based on mean-ranks?
CoRR
Alessio Benavoli, Giorgio Corani, Francesca Mangili
2014 A* conf
A Bayesian Wilcoxon signed-rank test based on the Dirichlet process.
ICML
Alessio Benavoli, Giorgio Corani, Francesca Mangili, Marco Zaffalon, Fabrizio Ruggeri
2014 J jnl
Ensemble of Kernel Regression Models for Assessing the Health State of Choke Valves in Offshore Oil Platforms.
Int. J. Comput. Intell. Syst.
Piero Baraldi, Enrico Zio, Francesca Mangili, Giulio Gola, Bent H. Nystad
2013 J jnl
Investigation of uncertainty treatment capability of model-based and data-driven prognostic methods using simulated data.
Reliab. Eng. Syst. Saf.
Piero Baraldi, Francesca Mangili, Enrico Zio
2012 J jnl
A Kalman Filter-Based Ensemble Approach With Application to Turbine Creep Prognostics.
IEEE Trans. Reliab.
Piero Baraldi, Francesca Mangili, Enrico Zio