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Financial Distress Prediction Based on Similarity Weighted Voting CBR
8 references·9 citing·30 second hop
Financial Distress Prediction Based on Similarity Weighted Voting CBR (2006)Financial Distress Prediction Based on Si…An Application of Support Vector Machine to Companies’ Financial Distress Prediction (2006)An Application of Support Vec…Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Bankruptcy prediction using s…An application of support vector machines in bankruptcy prediction model (2004)An application of support vec…Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis (1997)Bankruptcy prediction using c…A neural network model for bankruptcy prediction (1990)A neural network model for ba…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Financial Ratios As Predictors of Failure (1966)Financial Ratios As Predictor…Default Risk and Firm Value of Shipping & Logistics Firms in Korea (2017)Default Risk and Firm Value o…The Application of Altman’s Z-Score Model in Predicting Bankruptcy: Evidence from the Trading Sector in Sri Lanka (2015)The Application of Altman’s Z…MCELCCh-FDP: Financial distress prediction with classifier ensembles based on firm life cycle and Choquet integral (2012)MCELCCh-FDP: Financial distre…Case-based reasoning ensemble and business application: A computational approach from multiple case representations driven by randomness (2011)Case-based reasoning ensemble…Aggregating multiple classification results using Choquet integral for financial distress early warning (2011)Aggregating multiple classifi…Predicting business failure using forward ranking-order case-based reasoning (2010)Predicting business failure u…On sensitivity of case-based reasoning to optimal feature subsets in business failure prediction (2009)On sensitivity of case-based …On performance of case-based reasoning in Chinese business failure prediction from sensitivity, specificity, positive and negative values (2009)On performance of case-based …Forecasting business failure in China using case‐based reasoning with hybrid case respresentation (2009)Forecasting business failure …A Discriminant Analysis of Predictors of Business Failure (1972)Context theory of classification learning. (1978)A comparison of supervised and unsupervised neural networks in predicting bankruptcy of Korean firms (2005)An empirical comparison of conventional techniques, neural networks and the three stage hybrid Adaptive Neuro Fuzzy Inference System (ANFIS) model for credit scoring analysis: The case of Turkish credit card data (2012)Financial credit risk assessment: a recent review (2015)Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Financial distress prediction using SVM ensemble based on earnings manipulation and fuzzy integral (2017)Aggregation of neural classifiers using Choquet integral with respect to a fuzzy measure (2018)Constructing multi-layer classifier ensembles using the Choquet integral based on overlap and quasi-overlap functions (2022)SCRIPTS, PLANS, GOALS, AND UNDERSTANDING (1988)A Genetic Bankrupt Ratio Analysis Tool Using a Genetic Algorithm to Identify Influencing Financial Ratios (2015)The best of two worlds: Balancing model strength and comprehensibility in business failure prediction using spline-rule ensembles (2017)Explanatory Factors of Business Failure: Literature Review and Global Trends (2021)Conditional logit analysis of qualitative choice behavior (1972)The Effect of Audit Quality on Earnings Management* (1998)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Positive Accounting Theory (1985)Designing a neural network for forecasting financial and economic time series (1996)Forecasting with artificial neural networks: (1998)Hybridizing principles of the Electre method with case-based reasoning for data mining: Electre-CBR-I and Electre-CBR-II (2008)Concept Drift-Oriented Adaptive and Dynamic Support Vector Machine Ensemble With Time Window in Corporate Financial Risk Prediction (2013)Statistics-based wrapper for feature selection: An implementation on financial distress identification with support vector machine (2014)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)In Search of Distress Risk (2008)Using neural network ensembles for bankruptcy prediction and credit scoring (2007)Consumer credit-risk models via machine-learning algorithms (2010)Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction (2016)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)
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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 1966Financial Ratios As Predictors of Failure4,753 cited
  • 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters872 cited
  • 1990A neural network model for bankruptcy prediction853 cited
  • 2004An application of support vector machines in bankruptcy prediction model809 cited
  • 1997Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis273 cited
  • 2006An Application of Support Vector Machine to Companies’ Financial Distress Prediction66 cited

Cited by

  • 2011Aggregating multiple classification results using Choquet integral for financial distress early warning33 cited
  • 2009On performance of case-based reasoning in Chinese business failure prediction from sensitivity, specificity, positive and negative values32 cited
  • 2009Forecasting business failure in China using case‐based reasoning with hybrid case respresentation31 cited
  • 2015The Application of Altman’s Z-Score Model in Predicting Bankruptcy: Evidence from the Trading Sector in Sri Lanka29 cited
  • 2010Predicting business failure using forward ranking-order case-based reasoning20 cited

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2011
Case-based reasoning ensemble and business application: A computational approach from multiple case representations driven by randomness
19 cited
  • 2009On sensitivity of case-based reasoning to optimal feature subsets in business failure prediction19 cited
  • 2012MCELCCh-FDP: Financial distress prediction with classifier ensembles based on firm life cycle and Choquet integral19 cited
  • 2017Default Risk and Firm Value of Shipping & Logistics Firms in Korea15 cited