Silvia Figini

According to our database, Silvia Figini authored at least 23 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Bayesian Approach to Clustering via the Proper Bayesian Bootstrap: the Bayesian Bagged Clustering (BBC) algorithm.

Federico Maria Quetti, Silvia Figini, Elena Ballante

CoRR, 2024

Myo-regressor Deep Informed Neural NetwOrk (Myo-DINO) for fast MR parameters mapping in neuromuscular disorders.

Leonardo Barzaghi, Francesca Brero, Raffaella Fiamma Cabini, Matteo Paoletti, Mauro Monforte, Francesca Lizzi, Francesco Santini, Xeni Deligianni, Niels Bergsland, Sabrina Ravaglia, Lorenzo Cavagna, Luca Diamanti, Chiara Bonizzoni, Alessandro Lascialfari, Silvia Figini, Enzo Ricci, Ian Postuma, Anna Pichiecchio

Comput. Methods Programs Biomed., 2024

2023

Integration of a Deep Learning-Based Module for the Quantification of Imaging Features into the Filling-in Process of the Radiological Structured Report.

Camilla Scapicchio, Elena Ballante, Francesca Brero, Raffaella Fiamma Cabini, Andrea Chincarini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesca Lizzi, Ian Postuma, Alessandra Retico

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

A new approach in model selection for ordinal target variables.

Elena Ballante, Silvia Figini, Pierpaolo Uberti

Comput. Stat., 2022

A kinetic approach to consensus-based segmentation of biomedical images.

Raffaella Fiamma Cabini, Anna Pichiecchio, Alessandro Lascialfari, Silvia Figini, Mattia Zanella

CoRR, 2022

Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade of two U-nets: training and assessment on multiple datasets using different annotation criteria.

Francesca Lizzi, Abramo Agosti, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesco Laruina, Piernicola Oliva, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Cinzia Talamonti, Alessandra Retico

Int. J. Comput. Assist. Radiol. Surg., 2022

2021

Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteria.

Francesca Lizzi, Abramo Agosti, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesco Laruina, Piernicola Oliva, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Cinzia Talamonti, Alessandra Retico

CoRR, 2021

Polarized Classification Tree Models: Theory and Computational Aspects.

Elena Ballante, Marta Galvani, Pierpaolo Uberti, Silvia Figini

J. Classif., 2021

A Bayesian Nonparametric Learning Approach to Ensemble Models Using the Proper Bayesian Bootstrap.

Marta Galvani, Chiara Bardelli, Silvia Figini, Pietro Muliere

Algorithms, 2021

2020

Economic Segregation Under the Action of Trading Uncertainties.

Elena Ballante, Chiara Bardelli, Mattia Zanella, Silvia Figini, Giuseppe Toscani

Symmetry, 2020

Automatic Electronic Invoice Classification Using Machine Learning Models.

Chiara Bardelli, Alessandro Rondinelli, Ruggero Vecchio, Silvia Figini

Mach. Learn. Knowl. Extr., 2020

2017

Solvency prediction for small and medium enterprises in banking.

Silvia Figini, Federico Bonelli, Emanuele Giovannini

Decis. Support Syst., 2017

2016

Corporate Default Prediction Model Averaging: A Normative Linear Pooling Approach.

Silvia Figini, Roberto Savona, Marika Vezzoli

Intell. Syst. Account. Finance Manag., 2016

2014

Making classifier performance comparisons when ROC curves intersect.

Chiara Gigliarano, Silvia Figini, Pietro Muliere

Comput. Stat. Data Anal., 2014

2013

Concentration measures in risk management.

Silvia Figini, Pierpaolo Uberti

J. Oper. Res. Soc., 2013

2011

Statistical merging of rating models.

Silvia Figini, Paolo Giudici

J. Oper. Res. Soc., 2011

2010

Penalized models to estimate customer survival.

Silvia Figini

Stat. Methods Appl., 2010

Optimal scaling for risk assessment: merging of operational and financial data.

Silvia Figini, Ron S. Kenett, Silvia Salini

Qual. Reliab. Eng. Int., 2010

How to measure single-name credit risk concentrations.

Pierpaolo Uberti, Silvia Figini

Eur. J. Oper. Res., 2010

2009

Data Mining for Lifetime Value Estimation.

Silvia Figini

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Statistical models for e-learning data.

Silvia Figini, Paolo Giudici

Stat. Methods Appl., 2009

2007

Feature selection for genomic data.

Paola Cerchiello, Silvia Figini

Monde des Util. Anal. Données, 2007

2006

Nonparametric Approaches for e-Learning Data.

Paolo Baldini, Silvia Figini, Paolo Giudici

Proceedings of the Advances in Data Mining, 2006