Le, Hong Hanh; Viviani, Jean-Laurent; Fitriya Fauzi - In: Cogent economics & finance 11 (2023) 2, pp. 1-19
clustering, and topic modeling, are employed for the investigation. The pre-processing step of text cleaning is first performed …) on 98 failed banks from 2008 to 2015. The text mining techniques via machine learning, i.e. bag of words, document … insights extracted from semi-structured textual data, i.e. the FDIC's reports. Our text analytics suggests that to prevent from …