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 …
business applications. Despite the growing number of research papers, only few studies …
Financial credit risk assessment: a recent review
N Chen, B Ribeiro, A Chen - Artificial Intelligence Review, 2016 - Springer
The assessment of financial credit risk is an important and challenging research topic in the
area of accounting and finance. Numerous efforts have been devoted into this field since the …
area of accounting and finance. Numerous efforts have been devoted into this field since the …
Bankruptcy visualization and prediction using neural networks: A study of US commercial banks
FJL Iturriaga, IP Sanz - Expert Systems with applications, 2015 - Elsevier
We develop a model of neural networks to study the bankruptcy of US banks, taking into
account the specific features of the recent financial crisis. We combine multilayer …
account the specific features of the recent financial crisis. We combine multilayer …
Financial efficiency and social impact of microfinance institutions using self-organizing maps
P Louis, A Seret, B Baesens - World development, 2013 - Elsevier
This paper contributes to the literature by investigating whether the increased focus on
financial self-sustainability of microfinance institutions has been disadvantageous to the …
financial self-sustainability of microfinance institutions has been disadvantageous to the …
Probabilistic modeling and visualization for bankruptcy prediction
In accounting and finance domains, bankruptcy prediction is of great utility for all of the
economic stakeholders. The challenge of accurate assessment of business failure …
economic stakeholders. The challenge of accurate assessment of business failure …
Can machine learning approaches predict corporate bankruptcy? Evidence from a qualitative experimental design
Bankruptcy prediction has received a growing interest in corporate finance and risk
management recently. Although numerous studies in the literature have dealt with various …
management recently. Although numerous studies in the literature have dealt with various …
A survey on visual analysis approaches for financial data
Market participants and businesses have made tremendous efforts to make the best
decisions in a timely manner under varying economic and business circumstances. As such …
decisions in a timely manner under varying economic and business circumstances. As such …
Risk of bankruptcy, its determinants and models
In this paper, the following research problem was addressed: Is DEA (Data Envelopment
Analysis) method a suitable alternative to Altman model in predicting the risk of bankruptcy …
Analysis) method a suitable alternative to Altman model in predicting the risk of bankruptcy …
Intelligent optimization: A novel framework to automatize multi-objective optimization of building daylighting and energy performances
Y Dong, C Sun, Y Han, Q Liu - Journal of Building Engineering, 2021 - Elsevier
The existing building energy-efficient design relies highly on repeated modelling and it is
difficult to obtain an alternative with desired performances as the decision-making procedure …
difficult to obtain an alternative with desired performances as the decision-making procedure …
Incorporating sequential information in bankruptcy prediction with predictors based on Markov for discrimination
In this paper we make a contribution to the body literature that incorporates a dynamic view
on bankruptcy into bankruptcy prediction modelling In addition to using financial ratios …
on bankruptcy into bankruptcy prediction modelling In addition to using financial ratios …