An optimal cluster-based approach for Subgroup Analysis using Information Complexity Criterion. - Ida D'Attoma; Caterina Liberati (Int. J. Bus. Intell. Data Min., 2011)

Banking customer satisfaction evaluation: a three-way factor perspective. - Caterina Liberati; Paolo Mariani (Adv. Data Anal. Classif., 2012)

Subjective Business Polarization: Sentiment Analysis Meets Predictive Modeling. - Caterina Liberati; Furio Camillo (ADBIS (2), 2013)

Misspecification Resistant Model Selection Using Information Complexity with Applications. - Hamparsum Bozdogan; John Andrew Howe; Suman Katragadda; Caterina Liberati (Classification and Data Mining, 2013)

Evolutionary Customer Evaluation: A Dynamic Approach to a Banking Case. - Caterina Liberati; Paolo Mariani (Statistical Models for Data Analysis, 2013)

Dynamic Principal Component Analysis: A Banking Customer Satisfaction Evaluation. - Caterina Liberati; Paolo Mariani (Algorithms from and for Nature and Life, 2013)

Discovering Hidden Concepts in Predictive Models for Texts' Polarization. - Caterina Liberati; Furio Camillo (Int. J. Data Warehous. Min., 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)

Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis. - Caterina Liberati; Furio Camillo; Gilbert Saporta (Adv. Data Anal. Classif., 2017)

Personal values and credit scoring: new insights in the financial prediction. - Caterina Liberati; Furio Camillo (J. Oper. Res. Soc., 2018)

Social Media Data and Users' Preferences: A Statistical Analysis to Support Marketing Communication. - Elisa Arrigo; Caterina Liberati; Paolo Mariani (Big Data Res., 2021)

Look Who's Talking: Interpretable Machine Learning for Assessing Italian SMEs Credit Default. - Lisa Crosato; Caterina Liberati; Marco Repetto (CoRR, 2021)

Unconventional data for policy: Using Big Data for detecting Italian innovative SMEs. - Carlo Bottai; Lisa Crosato; Josep Domenech 001; Marco Guerzoni; Caterina Liberati (GoodIT, 2022)

Websites' data: a new asset for enhancing credit risk modeling. - Lisa Crosato; Josep Domenech 001; Caterina Liberati (Ann. Oper. Res., 2024)