Caterina Liberati

According to our database, Caterina Liberati authored at least 14 papers between 2011 and 2024.

Collaborative distances:

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

2024

Websites' data: a new asset for enhancing credit risk modeling.

Lisa Crosato, Josep Domenech, Caterina Liberati

Ann. Oper. Res., November, 2024

2022

Unconventional data for policy: Using Big Data for detecting Italian innovative SMEs.

Carlo Bottai, Lisa Crosato, Josep Domenech, Marco Guerzoni, Caterina Liberati

Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022

2021

Look Who's Talking: Interpretable Machine Learning for Assessing Italian SMEs Credit Default.

Lisa Crosato, Caterina Liberati, Marco Repetto

CoRR, 2021

Social Media Data and Users' Preferences: A Statistical Analysis to Support Marketing Communication.

Elisa Arrigo, Caterina Liberati, Paolo Mariani

Big Data Res., 2021

2018

Personal values and credit scoring: new insights in the financial prediction.

Caterina Liberati, Furio Camillo

J. Oper. Res. Soc., 2018

2017

Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis.

Caterina Liberati, Furio Camillo, Gilbert Saporta

Adv. Data Anal. Classif., 2017

2015

Identifying Oncological Patient Information Needs to Improve e-Health Communication: a preliminary text-mining analysis.

Rosa Falotico, Caterina Liberati, Paola Zappa

Qual. Reliab. Eng. Int., 2015

Discovering Hidden Concepts in Predictive Models for Texts' Polarization.

Caterina Liberati, Furio Camillo

Int. J. Data Warehous. Min., 2015

2013

Dynamic Principal Component Analysis: A Banking Customer Satisfaction Evaluation.

Caterina Liberati, Paolo Mariani

Proceedings of the Algorithms from and for Nature and Life, 2013

Evolutionary Customer Evaluation: A Dynamic Approach to a Banking Case.

Caterina Liberati, Paolo Mariani

Proceedings of the Statistical Models for Data Analysis, 2013

Misspecification Resistant Model Selection Using Information Complexity with Applications.

Hamparsum Bozdogan, John Andrew Howe, Suman Katragadda, Caterina Liberati

Proceedings of the Classification and Data Mining, 2013

Subjective Business Polarization: Sentiment Analysis Meets Predictive Modeling.

Caterina Liberati, Furio Camillo

Proceedings of the New Trends in Databases and Information Systems, 2013

2012

Banking customer satisfaction evaluation: a three-way factor perspective.

Caterina Liberati, Paolo Mariani

Adv. Data Anal. Classif., 2012

2011

An optimal cluster-based approach for Subgroup Analysis using Information Complexity Criterion.

Ida D'Attoma, Caterina Liberati

Int. J. Bus. Intell. Data Min., 2011