Financial distress prediction is a key challenge every financing provider faces when
determining borrower creditworthiness. Inherent opaqueness of Small and Medium …

Bankruptcy is an issue of interest in the business world since decades. It is a crucial
endeavor for survival to predict this phenomenon in periods of economic turmoil and …

This research aimed to determine whether and how financial analysis combined with
machine learning can support decision-making for sustainable business growth. This study …

Several models for forecasting bankruptcy have been developed over the years, one of the
reasons for which is the important part it plays in decision-making. However, forecasting a …

A high-quality credit index system is essential for technological small and medium-sized
enterprises (TSMEs) to obtain financing from various institutions, such as banks, venture …

The main objective of this study is the development of the model for predicting illiquidity, ie
identification of financial indicators on the basis of which one can predict illiquidity. The …

Although the bankruptcy prediction models can be a stabilizing element on both macro and
microeconomic levels, they are rather a domain of academic research than an instrument …

In order to predict financial distress in 3424 Chinese listed companies, we incorporate a
novel time windows optimization model into a convolutional neural network and use 576 …

It is not easy to stand up again after any failure because the collapse may not only bind with
the business organisation but it may root straight away to the individual or personality of the …

Ao longo dos anos, desenvolveram-se diversos modelos de previsão de insolvência, sendo
uma das razões o seu importante papel na tomada de decisão. Entretanto, ao prever a …