All Stories

  1. Support or constraint? A comprehensive analysis of postoperative cervical bracing practices: insights from the Italian society of neurosurgery (SINch) survey and a systematic review of the literature

    Article • European Spine Journal, May 2025, Springer Science + Business Media

    Caterina Liberati

  2. Unconventional Data and Innovation: Are Innovative SMEs’ Web Pages Different?

    Article • January 2025, Springer Science + Business Media

    Caterina Liberati

  3. Scraping innovativeness from corporate websites: Empirical evidence on Italian manufacturing SMEs

    Article • Technological Forecasting and Social Change, October 2024, Elsevier

    Caterina Liberati

  4. Prediction of SMEs Bankruptcy at the Industry Level with Balance Sheets and Website Indicators

    Article • June 2024, Universitat Politecnica de Valencia

    Caterina Liberati

  5. Lost in a black‐box? Interpretable machine learning for assessing Italian SMEs default

    Article • Applied Stochastic Models in Business and Industry, August 2023, Wiley

    Caterina Liberati

  6. Can websites reveal a firm’s innovativeness? Empirical evidence on Italian manufacturing SMEs

    Article • June 2023, Universitat Politecnica de Valencia

    Caterina Liberati

  7. Business continuity planning and management

    Article • June 2023, Taylor & Francis

    Caterina Liberati

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

    Article • Annals of Operations Research, May 2023, Springer Science + Business Media

    Caterina Liberati

  9. Unconventional data for policy

    Article • September 2022, ACM (Association for Computing Machinery)

    Caterina Liberati, Marco Guerzoni

  10. Non-conventional data and default prediction: the challenge of companies’ websites

    Article • June 2022, Universitat Politecnica de Valencia

    Caterina Liberati

  11. Predicting SME’s default: Are their websites informative?

    Article • Economics Letters, July 2021, Elsevier

    Caterina Liberati

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

    Article • Big Data Research, May 2021, Elsevier

    Caterina Liberati

  13. Growth of Firms in a Fragmented Cultural Industry: Italian Commercial Art Galleries’ Competitive Strategies

    Article • Sustainability, April 2021, MDPI AG

    Caterina Liberati

  14. Measuring Tolerant Behavior

    Article • Jahrbücher für Nationalökonomie und Statistik, July 2020, De Gruyter

    Alessandra Michelangeli, Caterina Liberati

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

    Article • Journal of the Operational Research Society, February 2018, Taylor & Francis

    Caterina Liberati

  16. Big Data Meet Pharmaceutical Industry: An Application on Social Media Data

    Article • January 2018, Springer Science + Business Media

    Caterina Liberati

  17. Quality service in banking: a longitudinal approach

    Article • Quality & Quantity, October 2016, Springer Science + Business Media

    Caterina Liberati

  18. A Multivariate Approach to Facebook Data for Marketing Communication

    Article • July 2016, Universitat Politecnica de Valencia

    Caterina Liberati

  19. Proceedings of the 1st International Conference on Advanced Research Methods and Analytics

    Article • July 2016, Universitat Politecnica de Valencia

    Caterina Liberati

  20. Discovering Hidden Concepts in Predictive Models for Texts' Polarization

    Article • International Journal of Data Warehousing and Mining, October 2015, IGI Global

    Caterina Liberati

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

    Article • Quality and Reliability Engineering International, August 2015, Wiley

    Caterina Liberati

  22. Drivers of demand and supply in the Euro interbank market: the role of “Key Players” during the recent turmoil

    Article • August 2015, Springer Science + Business Media

    Caterina Liberati

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

    Article • Advances in Data Analysis and Classification, July 2015, Springer Science + Business Media

    Caterina Liberati

  24. A new prognostic model to predict dropout from the waiting list in cirrhotic candidates for liver transplantation with MELD score <18

    Article • Liver International, April 2014, Wiley

    Caterina Liberati

  25. Dynamic Customer Satisfaction and Measure of Trajectories: A Banking Case

    Article • January 2014, Springer Science + Business Media

    Caterina Liberati

  26. Subjective Business Polarization: Sentiment Analysis Meets Predictive Modeling

    Article • January 2014, Springer Science + Business Media

    Caterina Liberati

  27. A Latent Growth Curve Analysis in Banking Customer Satisfaction

    Article • January 2014, Springer Science + Business Media

    Caterina Liberati

  28. 148 LIVER TRANSPLANTATION IN CIRRHOTIC PATIENTS WITH MELD SCORE 18: A NEW PROGNOSTIC MODEL TO PREDICT DROP-OUT FROM THE WAITING LIST

    Article • Journal of Hepatology, April 2013, Elsevier

    Caterina Liberati

  29. Dynamic Principal Component Analysis: A Banking Customer Satisfaction Evaluation

    Article • January 2013, Springer Science + Business Media

    Caterina Liberati

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

    Article • January 2013, Springer Science + Business Media

    Caterina Liberati

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

    Article • Advances in Data Analysis and Classification, October 2012, Springer Science + Business Media

    Caterina Liberati

  32. Misspecification Resistant Model Selection Using Information Complexity with Applications

    Article • September 2012, Springer Science + Business Media

    Caterina Liberati

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

    Article • International Journal of Business Intelligence and Data Mining, January 2011, Inderscience Publishers

    Caterina Liberati

  34. Kernel Discriminant Analysis and information complexity: advanced models for micro-data mining and micro-marketing solutions

    Article • June 2006, WITPRESS LTD.

    Caterina Liberati

  35. On the Choice of the Kernel Function in Kernel Discriminant Analysis Using Information Complexity

    Article • Springer Science + Business Media

    Caterina Liberati