Francesca Mangili

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 25

Top Topics

Hypothesis Test

Bayesian Nonparametric

Gaussian Processes

Credal Networks

Top Venues

Int. J. Approx. Reason.

Publications

Elisa Rubegni, Omran Ayoub, Stefania Maria Rita Rizzo, Marco Barbero, Guenda Bernegger, Francesca D. Faraci, Francesca Mangili, Emiliano Soldini, Pierpaolo Trimboli, Alessandro Facchini
Designing for Complementarity: A Conceptual Framework to Go Beyond the Current Paradigm of Using XAI in Healthcare. HCI (51) (2024)
Giorgia Adorni, Alberto Piatti, Engin Bumbacher, Lucio Negrini, Francesco Mondada, Dorit Assaf, Francesca Mangili, Luca Maria Gambardella
A theoretical framework for the design and analysis of computational thinking problems in education. CoRR (2024)
Elisa Rubegni, Omran Ayoub, Stefania Maria Rita Rizzo, Marco Barbero, Guenda Bernegger, Francesca D. Faraci, Francesca Mangili, Emiliano Soldini, Pierpaolo Trimboli, Alessandro Facchini
Designing for Complementarity: A Conceptual Framework to Go Beyond the Current Paradigm of Using XAI in Healthcare. CoRR (2024)
Francesca Mangili, Giorgia Adorni, Alberto Piatti, Claudio Bonesana, Alessandro Antonucci
Modelling Assessment Rubrics through Bayesian Networks: a Pragmatic Approach. SoftCOM (2022)
Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
Intelligent Tutoring Systems by Bayesian Nets with Noisy Gates. FLAIRS (2022)
Francesca Mangili, Giorgia Adorni, Alberto Piatti, Claudio Bonesana, Alessandro Antonucci
Modelling Assessment Rubrics through Bayesian Networks: a Pragmatic Approach. CoRR (2022)
Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
A New Score for Adaptive Tests in Bayesian and Credal Networks. CoRR (2021)
Claudio Bonesana, Francesca Mangili, Alessandro Antonucci
ADAPQUEST: A Software for Web-Based Adaptive Questionnaires based on Bayesian Networks. CoRR (2021)
Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
A New Score for Adaptive Tests in Bayesian and Credal Networks. ECSQARU (2021)
Francesca Mangili, Denis Broggini, Alessandro Antonucci, Marco Alberti, Lorenzo Cimasoni
A Bayesian Approach to Conversational Recommendation Systems. CoRR (2020)
Francesca Mangili, Denis Broggini, Alessandro Antonucci
Conversational Recommender System by Bayesian Methods. SUM (2020)
Dominik Bucher, Francesca Mangili, Claudio Bonesana, David Jonietz, Francesca Cellina, Martin Raubal
Demo Abstract: Extracting eco-feedback information from automatic activity tracking to promote energy-efficient individual mobility behavior. Comput. Sci. Res. Dev. 33 (1-2) (2018)
Milan Petar Antonovic, Massimiliano Cannata, Andrea Danani, Lukas Engeler, Eleonora Flacio, Francesca Mangili, Damiana Ravasi, Daniele Strigaro, Mauro Tonolla
. PeerJ Prepr. 6 (2018)
Giorgio Corani, Alessio Benavoli, Janez Demsar, Francesca Mangili, Marco Zaffalon
Statistical comparison of classifiers through Bayesian hierarchical modelling. Mach. Learn. 106 (11) (2017)
Piero Baraldi, Francesco Di Maio, Sameer Al-Dahidi, Enrico Zio, Francesca Mangili
Prediction of industrial equipment Remaining Useful Life by fuzzy similarity and belief function theory. Expert Syst. Appl. 83 (2017)
Francesca Mangili, Claudio Bonesana, Alessandro Antonucci
Reliable Knowledge-Based Adaptive Tests by Credal Networks. ECSQARU (2017)
Francesca Mangili
A prior near-ignorance Gaussian process model for nonparametric regression. Int. J. Approx. Reason. 78 (2016)
Giorgio Corani, Alessio Benavoli, Janez Demsar, Francesca Mangili, Marco Zaffalon
Statistical comparison of classifiers through Bayesian hierarchical modelling. CoRR (2016)
Alessio Benavoli, Giorgio Corani, Francesca Mangili
Should We Really Use Post-Hoc Tests Based on Mean-Ranks? J. Mach. Learn. Res. 17 (2016)
Francesca Mangili, Alessio Benavoli
New prior near-ignorance models on the simplex. Int. J. Approx. Reason. 56 (2015)
Piero Baraldi, Francesca Mangili, Enrico Zio
A belief function theory based approach to combining different representation of uncertainty in prognostics. Inf. Sci. 303 (2015)
Giorgio Corani, Alessio Benavoli, Francesca Mangili, Marco Zaffalon
Bayesian Hypothesis Testing in Machine Learning. ECML/PKDD (3) (2015)
Alessio Benavoli, Francesca Mangili
Gaussian Processes for Bayesian hypothesis tests on regression functions. AISTATS (2015)
Alessio Benavoli, Giorgio Corani, Francesca Mangili
Should we really use post-hoc tests based on mean-ranks? CoRR (2015)
Alessio Benavoli, Giorgio Corani, Francesca Mangili, Marco Zaffalon
A Bayesian nonparametric procedure for comparing algorithms. ICML (2015)
Alessio Benavoli, Giorgio Corani, Francesca Mangili, Marco Zaffalon, Fabrizio Ruggeri
A Bayesian Wilcoxon signed-rank test based on the Dirichlet process. ICML (2014)
Piero Baraldi, Enrico Zio, Francesca Mangili, Giulio Gola, Bent H. Nystad
Ensemble of Kernel Regression Models for Assessing the Health State of Choke Valves in Offshore Oil Platforms. Int. J. Comput. Intell. Syst. 7 (2) (2014)
Piero Baraldi, Francesca Mangili, Enrico Zio
Investigation of uncertainty treatment capability of model-based and data-driven prognostic methods using simulated data. Reliab. Eng. Syst. Saf. 112 (2013)
Piero Baraldi, Francesca Mangili, Enrico Zio
A Kalman Filter-Based Ensemble Approach With Application to Turbine Creep Prognostics. IEEE Trans. Reliab. 61 (4) (2012)