Research on financial early warning of mining listed companies based on BP neural network model

X Sun, Y Lei - Resources Policy, 2021 - Elsevier
Mining industry is the basic industry of the national economy. However, in recent years,
listed mining companies have suffered serious financial risks due to special reasons such as …

[HTML][HTML] Efficiency convergence in Islamic and conventional banks

M Izzeldin, J Johnes, S Ongena, V Pappas… - Journal of International …, 2021 - Elsevier
This paper examines how efficiency dynamics of Islamic and conventional banks compare
and how they are converging across different countries. We employ both parametric and non …

Analysis of default risk in microfinance institutions under the Basel III framework

MP Durango‐Gutiérrez, J Lara‐Rubio… - … Journal of Finance & …, 2023 - Wiley Online Library
International organizations such as OECD, WBG, IMF, UN and EU, as well as research
studies, have highlighted the increasing contribution being made by microcredit finance …

Decision tree based model of business failure prediction for Polish companies

M Durica, J Frnda, L Svabova - Oeconomia Copernicana, 2019 - ceeol.com
Research background: The issue of predicting the financial situation of companies is a
relatively young field of economic research. Its origin dates back to the 30's of the 20th …

[HTML][HTML] Personal bankruptcy prediction using decision tree model

SH Syed Nor, S Ismail, BW Yap - Journal of Economics, Finance and …, 2019 - scielo.org.pe
Resumen SYED NOR, Sharifah Heryati; ISMAIL, Shafinar y YAP, Bee Wah. Personal
bankruptcy prediction using decision tree model. Journal of Economics, Finance and …

Approaches for credit scorecard calibration: An empirical analysis

A Bequé, K Coussement, R Gayler… - Knowledge-Based …, 2017 - Elsevier
Financial institutions use credit scorecards for risk management. A scorecard is a data-
driven model for predicting default probabilities. Scorecard assessment concentrates on …

Consumer bankruptcy prediction using balanced and imbalanced data

M Brygała - Risks, 2022 - mdpi.com
This paper examines the usefulness of logit regression in forecasting the consumer
bankruptcy of households using an imbalanced dataset. The research on consumer …

[PDF][PDF] Are Indonesian construction companies financially distressed? A prediction using artificial neural networks

FT Kristanti, Z Safriza, DF Salim - Investment …, 2023 - businessperspectives.org
Construction companies are very dependent on the projects carried out by a company.
Therefore, measuring whether a company is distressed or non-distressed can be done by …

Regression analyses or decision trees?

BK Gacar, İD Kocakoç - Manisa Celal Bayar Üniversitesi Sosyal …, 2020 - dergipark.org.tr
Decision tree algorithm is an important classification method in data mining techniques. A
decision tree creates classification and regression models like a tree that has a root node …

CART model to classify the drought status of diverse tomato genotypes by VPD, air temperature, and leaf–air temperature difference

SL Fang, YK Tu, L Kang, HW Chen, TJ Chang… - Scientific Reports, 2023 - nature.com
Regular water management is crucial for the cultivation of tomato (Solanum lycopersicum
L.). Inadequate irrigation leads to water stress and a reduction in tomato yield and quality …