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Application of hybrid case-based reasoning for enhanced performance in bankruptcy prediction
16 references·10 citing·48 second hop
Application of hybrid case-based reasoning for enhanced performance in bankruptcy prediction (2013)Application of hybrid case-based reasonin…Predicting financial distress of companies: revisiting the Z-Score and ZETA® models (2013)Predicting financial distress…A hybrid model based on rough sets theory and genetic algorithms for stock price forecasting (2010)A hybrid model based on rough…Supply chain risk, simulation, and vendor selection (2008)Supply chain risk, simulation…Bankruptcy prediction modeling with hybrid case-based reasoning and genetic algorithms approach (2008)Bankruptcy prediction modelin…Applying Grey Relational Analysis and Grey Decision-Making to evaluate the relationship between company attributes and its financial performance—A case study of venture capital enterprises in Taiwan (2007)Applying Grey Relational Anal…Multi-criteria material selections and end-of-life product strategy: Grey relational analysis approach (2006)Multi-criteria material selec…Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Bankruptcy prediction in bank…Neural network ensemble strategies for financial decision applications (2004)Neural network ensemble strat…Mining the customer credit using classification and regression tree and multivariate adaptive regression splines (2004)Mining the customer credit us…Form design of product image using grey relational analysis and neural network models (2004)Form design of product image …A threshold-varying artificial neural network approach for classification and its application to bankruptcy prediction problem (2004)A threshold-varying artificia…Genetic programming and rough sets: A hybrid approach to bankruptcy classification (2002)Genetic programming and rough…A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction (2002)A case-based reasoning with t…Introduction to Grey system theory (1989)Introduction to Grey system t…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…PREDICTION OF BANK FAILURES (1970)PREDICTION OF BANK FAILURESMachine learning techniques in bankruptcy prediction: A systematic literature review (2024)Machine learning techniques i…An intelligent bankruptcy prediction model using a multilayer perceptron (2022)An intelligent bankruptcy pre…Explanatory Factors of Business Failure: Literature Review and Global Trends (2021)Explanatory Factors of Busine…Corporate failure prediction models in the twenty-first century: a review (2020)Corporate failure prediction …An Ensemble Classifier-Based Scoring Model for Predicting Bankruptcy of Polish Companies in the Podkarpackie Voivodeship (2020)An Ensemble Classifier-Based …A Financial Distress Prediction Model Based on Sparse Algorithm and Support Vector Machine (2020)A Financial Distress Predicti…Failure pattern-based ensembles applied to bankruptcy forecasting (2018)Failure pattern-based ensembl…Methodological approach of construction business failure prediction studies: a review (2016)Methodological approach of co…Bankruptcy forecasting using case-based reasoning: The CRePERIE approach (2016)Bankruptcy forecasting using …Grey systems theory in economics – a historical applications review (2015)Grey systems theory in econom…Multiple Objective Decision Making ― Methods and Applications: A State-of-the-Art Survey (1979)The outranking approach and the foundations of electre methods (1991)A comprehensive VIKOR method for material selection (2010)Materials selection using complex proportional assessment and evaluation of mixed data methods (2010)Application of multi-objective optimization on the basis of ratio analysis (MOORA) method for materials selection (2012)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Axiomatic Foundation of the Analytic Hierarchy Process (1986)How to make a decision: The analytic hierarchy process (1990)Multicriteria evaluation of power plants impact on the living standard using the analytic hierarchy process (2008)A novel bankruptcy prediction model based on an adaptive fuzzy k-nearest neighbor method (2011)Financial credit risk assessment: a recent review (2015)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Neural network credit scoring models (2000)An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring (2008)Comparative analysis of data mining methods for bankruptcy prediction (2011)Machine Learning in Financial Crisis Prediction: A Survey (2011)Financial Ratios As Predictors of Failure (1966)Conditional logit analysis of qualitative choice behavior (1972)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)The Effect of Audit Quality on Earnings Management* (1998)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Crime and Punishment: An Economic Approach (1968)A MULTIVARIATE STATISTICAL ANALYSIS OF THE CHARACTERISTICS OF PROBLEM BANKS (1975)Prediction of financial distress: An empirical study of listed Chinese companies using data mining (2014)Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction (2016)Fuzzy sets (1965)Measuring the efficiency of decision making units (1978)Fuzzy sets (1996)Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)Using artificial neural network models in stock market index prediction (2011)Financial Distress Prediction in an International Context: A Review and Empirical Analysis of Altman's Z‐ Score Model (2016)Material Management in Decentralized Supply Chains (1993)Coordinated supply chain management (1996)Supply networks and complex adaptive systems: control versus emergence (2001)Selection of supply portfolio under disruption risks (2010)Supply chain risk management in financial crises—A multiple case-study approach (2011)A systems approach for modelling supply chain risks (2013)ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)Does industry-wide distress affect defaulted firms? Evidence from creditor recoveries (2007)Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables (2013)Corporate social responsibility and Eurozone corporate bonds: The moderating role of country sustainability (2015)A Discriminant Analysis of Predictors of Business Failure (1972)Forecasting with artificial neural networks: (1998)Computer assisted customer churn management: State-of-the-art and future trends (2005)Vague sets are intuitionistic fuzzy sets (1996)Application of decision-making techniques in supplier selection: A systematic review of literature (2012)Fuzzy best-worst multi-criteria decision-making method and its applications (2017)
this work references cited by second hop

References

  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 1989Introduction to Grey system theory4,260 cited
  • 2006Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review1,068 cited
  • 2013Predicting financial distress of companies: revisiting the Z-Score and ZETA® models797 cited
  • 1970PREDICTION OF BANK FAILURES501 cited
  • 2006Multi-criteria material selections and end-of-life product strategy: Grey relational analysis approach405 cited
  • 2004Mining the customer credit using classification and regression tree and multivariate adaptive regression splines378 cited
  • 2004Neural network ensemble strategies for financial decision applications332 cited
  • 2008Supply chain risk, simulation, and vendor selection318 cited
  • 2002A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction277 cited
  • 2007Applying Grey Relational Analysis and Grey Decision-Making to evaluate the relationship between company attributes and its financial performance—A case study of venture capital enterprises in Taiwan232 cited
  • 2002Genetic programming and rough sets: A hybrid approach to bankruptcy classification219 cited
  • 2010A hybrid model based on rough sets theory and genetic algorithms for stock price forecasting212 cited
  • 2004

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Form design of product image using grey relational analysis and neural network models
190 cited
  • 2008Bankruptcy prediction modeling with hybrid case-based reasoning and genetic algorithms approach182 cited
  • 2004A threshold-varying artificial neural network approach for classification and its application to bankruptcy prediction problem150 cited
  • Cited by

    • 2020Corporate failure prediction models in the twenty-first century: a review68 cited
    • 2018Failure pattern-based ensembles applied to bankruptcy forecasting65 cited
    • 2024Machine learning techniques in bankruptcy prediction: A systematic literature review62 cited
    • 2015Grey systems theory in economics – a historical applications review55 cited
    • 2016Bankruptcy forecasting using case-based reasoning: The CRePERIE approach54 cited
    • 2022An intelligent bankruptcy prediction model using a multilayer perceptron41 cited
    • 2020A Financial Distress Prediction Model Based on Sparse Algorithm and Support Vector Machine39 cited
    • 2016Methodological approach of construction business failure prediction studies: a review31 cited
    • 2020An Ensemble Classifier-Based Scoring Model for Predicting Bankruptcy of Polish Companies in the Podkarpackie Voivodeship29 cited
    • 2021Explanatory Factors of Business Failure: Literature Review and Global Trends25 cited