LIBERATI CATERINA

Role
Associate professor  
Academic disciplines
Economic Statistics (SECS-S/03)
Office phone
Room:
  • U07, Floor: 2, Room: 2099

Publications

  • Crosato, L., Liberati, C., Repetto, M. (2023). Lost in a black-box? Interpretable machine learning for assessing Italian SMEs default. APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY [10.1002/asmb.2803]. Detail

  • Crosato, L., Domenech, J., Liberati, C. (2023). Websites’ data: a new asset for enhancing credit risk modeling. ANNALS OF OPERATIONS RESEARCH [10.1007/s10479-023-05306-5]. Detail

  • Bottai, C., Crosato, L., Domenech, J., Guerzoni, M., Liberati, C. (2022). Unconventional data for policy: Using Big Data for detecting Italian innovative SMEs. In 2nd ACM Conference on Information Technology for Social Good, GoodIT 2022 (pp.338-344). Association for Computing Machinery [10.1145/3524458.3547246]. Detail

  • Crosato, L., Domenech, J., Liberati, C. (2021). Predicting SME’s default: Are their websites informative?. ECONOMICS LETTERS, 204(July 2021) [10.1016/j.econlet.2021.109888]. Detail

  • Arrigo, E., Liberati, C., Mariani, P. (2021). Social Media Data and Users' Preferences: A Statistical Analysis to Support Marketing Communication. BIG DATA RESEARCH, 24(15 May 2021), 1-11 [10.1016/j.bdr.2021.100189]. Detail

Research projects

LIBERATI-Fondo per il finanziamento delle attività base di ricerca
Year: 2017
Call: FFABR 2017
Grantors: M.I.U.R. - MINISTERO DELL'ISTRUZIONE, DELL'UNIVERSITA' E DELLA RICERCA - UFFICIO I - Bilancio e Contabilita'. Coordinamento staff della Direzione

Awards

Scientific fellowships

  • Componente del Consiglio/Comitato Direttivo - International Society for Business and Industrial Statistics (ISBIS), 2019
  • Socio effettivo o corrispondente - Società Italiana di Statistica, 2016
  • Socio effettivo o corrispondente - International Society for Business and Industrial Statistics (ISBIS), 2013
  • Socio effettivo o corrispondente - European Network for Business and Industrial Statistics (ENBIS), 2013

Congresses/Conferences

  • Program committee - 6th International Conference on Advanced Research Methods and Analytics (CARMA2024)(Spagna), 2024
  • Program committee - 5th International Conference on Advanced Research Methods and Analytics (CARMA 2023)(Spagna), 2023
  • Program committee - 51st Scientific Meeting of the Italian Statistical Society (SIS 2022)(Italia), 2022
  • Program committee - Young Business and Industrial Statisticians (y-BIS 2019)(Turchia), 2019