A bibliometric study on intelligent techniques of bankruptcy prediction for corporate firms

Y Shi, X Li - Heliyon, 2019 - cell.com
Bibliometric analysis is an effective method to carry out quantitative study of academic output
to address the research trends on a given area of investigation through analysing existing …

An overview of bankruptcy prediction models for corporate firms: A systematic literature review

Y Shi, X Li - Intangible Capital, 2019 - upcommons.upc.edu
Purpose: The aim of this paper is to conduct a literature review of corporate bankruptcy
prediction models, on the basis of the existing international academic literature in the …

Corporate bankruptcy prediction: An approach towards better corporate world

TM Alam, K Shaukat, M Mushtaq, Y Ali… - The Computer …, 2021 - academic.oup.com
The area of corporate bankruptcy prediction attains high economic importance, as it affects
many stakeholders. The prediction of corporate bankruptcy has been extensively studied in …

[PDF][PDF] A survey on machine learning and statistical techniques in bankruptcy prediction

SS Devi, Y Radhika - International Journal of Machine Learning and …, 2018 - ijmlc.org
The bankruptcy prediction model (BPM) is eminently essential for financial institutions to
verify the creditworthiness of companies or management. The inability to accurately predict …

A comprehensive review of corporate bankruptcy prediction in Hungary

T Kristóf, M Virág - Journal of Risk and Financial Management, 2020 - mdpi.com
The article provides a comprehensive review regarding the theoretical approaches,
methodologies and empirical researches of corporate bankruptcy prediction, laying …

[HTML][HTML] Survey, classification and critical analysis of the literature on corporate bankruptcy and financial distress prediction

J Zhao, J Ouenniche, J De Smedt - Machine Learning with Applications, 2024 - Elsevier
Corporate bankruptcy and financial distress prediction is a topic of interest for a variety of
stakeholders, including businesses, financial institutions, investors, regulatory bodies …

Bankruptcy prediction using machine learning techniques

S Shetty, M Musa, X Brédart - Journal of Risk and Financial Management, 2022 - mdpi.com
In this study, we apply several advanced machine learning techniques including extreme
gradient boosting (XGBoost), support vector machine (SVM), and a deep neural network to …

Can machine learning approaches predict corporate bankruptcy? Evidence from a qualitative experimental design

S Lahmiri, S Bekiros - Quantitative Finance, 2019 - Taylor & Francis
Bankruptcy prediction has received a growing interest in corporate finance and risk
management recently. Although numerous studies in the literature have dealt with various …

Review of bankruptcy prediction using machine learning and deep learning techniques

Y Qu, P Quan, M Lei, Y Shi - Procedia Computer Science, 2019 - Elsevier
Bankruptcy prediction has long been a significant issue in finance and management
science, which attracts the attention of researchers and practitioners. With the great …

Bankruptcy prediction using neural networks

GP Naidu, K Govinda - … on inventive systems and control (ICISC …, 2018 - ieeexplore.ieee.org
Bankruptcy prediction models are one of the most sought-after tools in financial decision
making performed by pioneer financial institution. Evolution in computation technique have …