Artificial neural networks in business: Two decades of research

M Tkáč, R Verner - Applied Soft Computing, 2016 - Elsevier
In recent two decades, artificial neural networks have been extensively used in many
business applications. Despite the growing number of research papers, only few studies …

Bankruptcy prediction: the case of Belgian SMEs

L Cultrera, X Brédart - Review of Accounting and Finance, 2016 - emerald.com
Purpose–The aim of this paper is to develop a bankruptcy prediction model for the Belgian
small-and medium-sized enterprises (SMEs) through the building of a logit model that …

Differential evolution trained wavelet neural networks: Application to bankruptcy prediction in banks

N Chauhan, V Ravi, DK Chandra - Expert Systems with Applications, 2009 - Elsevier
In this study, differential evolution algorithm (DE) is proposed to train a wavelet neural
network (WNN). The resulting network is named as differential evolution trained wavelet …

Fuzzy support vector machine for bankruptcy prediction

A Chaudhuri, K De - Applied Soft Computing, 2011 - Elsevier
Bankruptcy prediction has been a topic of active research for business and corporate
organizations since past few decades. The problem has been tackled using various models …

Early warning models against bankruptcy risk for Central European and Latin American enterprises

T Korol - Economic Modelling, 2013 - Elsevier
This article is devoted to the issue of forecasting the bankruptcy risk of enterprises in Latin
America and Central Europe. The author has used statistical and soft computing methods to …

[HTML][HTML] A Machine Learning-based DSS for mid and long-term company crisis prediction

G Perboli, E Arabnezhad - Expert Systems with Applications, 2021 - Elsevier
In the field of detection and prediction of company defaults and bankruptcy, significant effort
has been devoted to evaluating financial ratios as predictors using statistical models and …

Software development cost estimation using wavelet neural networks

KV Kumar, V Ravi, M Carr, NR Kiran - Journal of Systems and Software, 2008 - Elsevier
Software development has become an essential investment for many organizations.
Software engineering practitioners have become more and more concerned about …

An insight into the experimental design for credit risk and corporate bankruptcy prediction systems

V García, AI Marqués, JS Sánchez - Journal of Intelligent Information …, 2015 - Springer
Over the last years, it has been observed an increasing interest of the finance and business
communities in any application tool related to the prediction of credit and bankruptcy risk …

[HTML][HTML] Forecasting CPI inflation under economic policy and geopolitical uncertainties

S Sengupta, T Chakraborty, SK Singh - International Journal of Forecasting, 2024 - Elsevier
Forecasting consumer price index (CPI) inflation is of paramount importance for both
academics and policymakers at central banks. This study introduces the filtered ensemble …

Topological pattern discovery and feature extraction for fraudulent financial reporting

SY Huang, RH Tsaih, F Yu - Expert systems with applications, 2014 - Elsevier
Fraudulent financial reporting (FFR) involves conscious efforts to mislead others regarding
the financial condition of a business. It usually consists of deliberate actions to deceive …