Artificial intelligence in predicting the bankruptcy of non-financial corporations
B Gavurova, S Jencova, R Bacik, M Miskufova… - Oeconomia …, 2022 - ceeol.com
Research background: In a modern economy, full of complexities, ensuring a business'
financial stability, and increasing its financial performance and competitiveness, has …
financial stability, and increasing its financial performance and competitiveness, has …
Bankruptcy prediction in the post-pandemic period: A case study of Visegrad Group countries
K Valaskova, D Gajdosikova, J Belas - Oeconomia Copernicana, 2023 - ceeol.com
Research background: Effective monitoring of financial health is essential in the financial
management of enterprises. Early studies to predict corporate bankruptcy were published at …
management of enterprises. Early studies to predict corporate bankruptcy were published at …
Assessment of the Bankruptcy Risk in the Hotel Industry as a Condition of the COVID-19 Crisis Using Time-Delay Neural Networks
In this paper we demonstrate a new conceptual framework in the application of multilayer
perceptron (MLP) artificial neural networks (ANNs) to bankruptcy risk prediction using …
perceptron (MLP) artificial neural networks (ANNs) to bankruptcy risk prediction using …
Predicting Corporate Financial Failure Using Sigmoidal Opposition-Based Arithmetic Optimization Algorithm
This paper concentrates on solving corporate financial failure prediction problems using a
novel method. Corporate financial failure prediction is considered as a high complexity …
novel method. Corporate financial failure prediction is considered as a high complexity …
[PDF][PDF] Neural network modelling of non-prosperity of Slovak companies
Early identification of potential financial problems is among important companies' risk
management tasks. This paper aims to propose individual and ensemble models based on …
management tasks. This paper aims to propose individual and ensemble models based on …
Bankruptcy Prediction Model Development and its Implications on Financial Performance in Slovakia
D Gajdosikova, K Valaskova - Economics and Culture, 2023 - sciendo.com
Design/Methodology/Approach. A prediction model that uses the appropriate financial
indicators as predictors may be developed using multiple discriminant analysis. Multiple …
indicators as predictors may be developed using multiple discriminant analysis. Multiple …
Development of a Methodology for Forecasting the Sustainable Development of Industry in Russia Based on the Tools of Factor and Discriminant Analysis
AI Shinkevich, AR Akhmetshina, RR Khalilov - Mathematics, 2022 - mdpi.com
The problem of sustainable development is one of the central issues on the agenda of the
global community. However, it is difficult to assess the pace and quality of sustainable …
global community. However, it is difficult to assess the pace and quality of sustainable …
Design of Company Financial Health Prediction System with Extra Trees Method Based on Fundamental Analysis
W Novaldo, AAS Gunawan… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The financial health of a company can be understood as the company's ability to obtain
funds, fulfill its financial obligations, and generate sufficient profits to maintain its business …
funds, fulfill its financial obligations, and generate sufficient profits to maintain its business …
[PDF][PDF] EVALUATION OF THE FINANCIAL HEALTH OF FOOD RETAIL OUTLETS IN A MARKET ENVIRONMENT. A CASE STUDY FROM THE SLOVAK REPUBLIC
LH Stašová - E+ M Ekonomie a Management, 2022 - dspace.tul.cz
In this paper, food retail stores are evaluated. The aim of the survey is analysis of their
financial health using appropriate statistical methods, to analyse the market position of …
financial health using appropriate statistical methods, to analyse the market position of …