A state-of-the-art appraisal of bankruptcy prediction models focussing on the field’s core authors: 2010–2022

Bankruptcy Prediction using the XGBoost Algorithm and Variable Importance Feature Engineering

(2022) Sami Ben Jabeur et al.   Computational Economics

Dynamic self-organizing feature map-based models applied to bankruptcy prediction

(2021) Philippe du Jardin   DECISION SUPPORT SYSTEMS

Combining feature selection, instance selection, and ensemble classification techniques for improved financial distress prediction

(2021) Chih-Fong Tsai et al.   JOURNAL OF BUSINESS RESEARCH

Corporate failure prediction: An evaluation of deep learning vs discrete hazard models

(2021) Nurul Alam et al.   Journal of International Financial Markets Institutions & Money

The role of financial constraint factors in predicting SME default

(2021) Michal Karas et al.   Equilibrium-Quarterly Journal of Economics and Economic Policy

Forecasting corporate failure using ensemble of self-organizing neural networks

(2020) Philippe du Jardin   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Failure pattern-based ensembles applied to bankruptcy forecasting

(2018) Philippe du Jardin   DECISION SUPPORT SYSTEMS

Systematic review of bankruptcy prediction models: Towards a framework for tool selection

(2018) Hafiz A. Alaka et al.   EXPERT SYSTEMS WITH APPLICATIONS

Imbalanced enterprise credit evaluation with DTE-SBD: Decision tree ensemble based on SMOTE and bagging with differentiated sampling rates

(2018) Jie Sun et al.   INFORMATION SCIENCES

Heavy metal loss from agricultural watershed to aquatic system: A scientometrics review

(2018) Wei Ouyang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Corporate failure prediction in the European energy sector: A multicriteria approach and the effect of country characteristics

(2017) Michalis Doumpos et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Machine learning models and bankruptcy prediction

(2017) Flavio Barboza et al.   EXPERT SYSTEMS WITH APPLICATIONS

Visualizing the knowledge structure and evolution of big data research in healthcare informatics

(2017) Dongxiao Gu et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Mining author relationship in scholarly networks based on tripartite citation analysis

(2017) Feifei Wang et al.   PLoS One

Bankruptcy Prevention: New Effort to Reflect on Legal and Social Changes

(2017) Tomas Kliestik et al.   SCIENCE AND ENGINEERING ETHICS

A two-stage classification technique for bankruptcy prediction

(2016) Philippe du Jardin   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study

(2016) Deron Liang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

The dynamic financial distress prediction method of EBW-VSTW-SVM

(2015) Jie Sun et al.   Enterprise Information Systems

The effect of feature selection on financial distress prediction

(2015) Deron Liang et al.   KNOWLEDGE-BASED SYSTEMS

Statistics-based wrapper for feature selection: An implementation on financial distress identification with support vector machine

(2014) Hui Li et al.   APPLIED SOFT COMPUTING

The assisted prediction modelling frame with hybridisation and ensemble for business risk forecasting and an implementation

(2013) Hui Li et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Imbalance-oriented SVM methods for financial distress prediction: a comparative study among the new SB-SVM-ensemble method and traditional methods

(2013) Jie Sun et al.   JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY

Predicting financial distress and corporate failure: A review from the state-of-the-art definitions, modeling, sampling, and featuring approaches

(2013) Jie Sun et al.   KNOWLEDGE-BASED SYSTEMS

Forecasting financial failure using a Kohonen map: A comparative study to improve model stability over time

(2012) Philippe du Jardin et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Research on the cross-citation relationship of core authors in scientometrics

(2012) Feifei Wang et al.   SCIENTOMETRICS

Predicting business failure using support vector machines with straightforward wrapper: A re-sampling study

(2011) Hui Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Case-based reasoning ensemble and business application: A computational approach from multiple case representations driven by randomness

(2011) Hui Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Principal component case-based reasoning ensemble for business failure prediction

(2011) Hui Li et al.   INFORMATION & MANAGEMENT

The random subspace binary logit (RSBL) model for bankruptcy prediction

(2011) Hui Li et al.   KNOWLEDGE-BASED SYSTEMS

Simple instance selection for bankruptcy prediction

(2011) Chih-Fong Tsai et al.   KNOWLEDGE-BASED SYSTEMS

Towards a new crown indicator: Some theoretical considerations

(2010) Ludo Waltman et al.   Journal of Informetrics