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Bankruptcy prediction for SMEs using relational data
16 references·16 citing·26 second hopsampled
Bankruptcy prediction for SMEs using relational data (2017)Bankruptcy prediction for SMEs using rela…Principles Of Corporate Insolvency Law (2016)Principles Of Corporate Insol…Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables (2013)Financial distress and bankru…Comparative analysis of data mining methods for bankruptcy prediction (2011)Comparative analysis of data …The value of non-financial information in SME risk management (2010)The value of non-financial in…Modelling Credit Risk for SMEs: Evidence from the U.S. Market (2007)Modelling Credit Risk for SME…A Review of Bankruptcy Prediction Studies: 1930 to Present (2006)A Review of Bankruptcy Predic…Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Bankruptcy prediction using s…Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management (2004)Data Mining Techniques: For M…An application of support vector machines in bankruptcy prediction model (2004)An application of support vec…Birds of a Feather: Homophily in Social Networks (2001)Birds of a Feather: Homophily…The integrated methodology of rough set theory and artificial neural network for business failure prediction (2000)The integrated methodology of…Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis (1999)Artificial neural networks in…Bankruptcy prediction using neural networks (1994)Bankruptcy prediction using n…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…Survey, classification and critical analysis of the literature on corporate bankruptcy and financial distress prediction (2024)Survey, classification and cr…Predicting financial distress using multimodal data: An attentive and regularized deep learning method (2024)Predicting financial distress…The impacts of innovative and competitive abilities of SMEs on their different financial risk concerns: System approach (2023)The impacts of innovative and…The evaluation of bankruptcy prediction models based on socio-economic costs (2023)The evaluation of bankruptcy …SME default prediction: A systematic methodology-focused review (2023)SME default prediction: A sys…Improved credit risk prediction based on an integrated graph representation learning approach with graph transformation (2023)Improved credit risk predicti…A two-stage credit scoring model based on random forest: Evidence from Chinese small firms (2023)A two-stage credit scoring mo…Systematic Review of Financial Distress Identification using Artificial Intelligence Methods (2022)Systematic Review of Financia…Regulatory technology (Reg-Tech) in financial stability supervision: Taxonomy, key methods, applications and future directions (2022)Regulatory technology (Reg-Te…Bankruptcy Prediction Using Machine Learning Techniques (2022)Bankruptcy Prediction Using M…Developing a decision support system to detect material weaknesses in internal control (2021)Developing a decision support…Evaluating the credit risk of SMEs using legal judgments (2020)Evaluating the credit risk of…Corporate failure prediction models in the twenty-first century: a review (2020)Corporate failure prediction …Corporate Bankruptcy Prediction Model, a Special Focus on Listed Companies in Kenya (2020)Corporate Bankruptcy Predicti…Topological applications of multilayer perceptrons and support vector machines in financial decision support systems (2018)Topological applications of m…A Data Mining-Based Framework for Supply Chain Risk Management (2018)A Data Mining-Based Framework…Positive Accounting Theory (1985)Forecasting with artificial neural networks: (1998)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)Human behavior and the principle of least effort (1949)Informal social communication. (1950)Structural Holes (1992)The Network Paradigm in Organizational Research: A Review and Typology (2003)E Pluribus Unum : Diversity and Community in the Twenty‐first Century The 2006 Johan Skytte Prize Lecture (2007)Friendship and mobility (2011)Application of data mining techniques in customer relationship management: A literature review and classification (2008)A comparison of machine learning techniques for customer churn prediction (2015)Using Data Sciences in Digital Marketing: Framework, methods, and performance metrics (2020)Bankruptcy prediction for credit risk using neural networks: A survey and new results (2001)Artificial intelligence and business models in the sustainable development goals perspective: A systematic literature review (2020)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)The Debt Contracting Value of Accounting Information and Loan Syndicate Structure (2007)Crowdfunding social ventures: a model and research agenda (2013)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2001Birds of a Feather: Homophily in Social Networks18,551 cited
  • 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
  • 2004Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management1,226 cited
  • 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters872 cited
  • 2004An application of support vector machines in bankruptcy prediction model809 cited
  • 1994Bankruptcy prediction using neural networks722 cited
  • 1999Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis677 cited
  • 2007Modelling Credit Risk for SMEs: Evidence from the U.S. Market606 cited
  • 2013Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables453 cited
  • 2006A Review of Bankruptcy Prediction Studies: 1930 to Present397 cited
  • 2010The value of non-financial information in SME risk management339 cited
  • 2000The integrated methodology of rough set theory and artificial neural network for business failure prediction335 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2011Comparative analysis of data mining methods for bankruptcy prediction323 cited
  • 2016Principles Of Corporate Insolvency Law300 cited
  • Cited by

    • 2018A Data Mining-Based Framework for Supply Chain Risk Management187 cited
    • 2022Bankruptcy Prediction Using Machine Learning Techniques110 cited
    • 2020Evaluating the credit risk of SMEs using legal judgments76 cited
    • 2020Corporate failure prediction models in the twenty-first century: a review68 cited
    • 2022Regulatory technology (Reg-Tech) in financial stability supervision: Taxonomy, key methods, applications and future directions64 cited
    • 2024Predicting financial distress using multimodal data: An attentive and regularized deep learning method62 cited
    • 2020Corporate Bankruptcy Prediction Model, a Special Focus on Listed Companies in Kenya59 cited
    • 2022Systematic Review of Financial Distress Identification using Artificial Intelligence Methods59 cited
    • 2018Topological applications of multilayer perceptrons and support vector machines in financial decision support systems59 cited
    • 2023Improved credit risk prediction based on an integrated graph representation learning approach with graph transformation53 cited
    • 2024Survey, classification and critical analysis of the literature on corporate bankruptcy and financial distress prediction53 cited
    • 2023The impacts of innovative and competitive abilities of SMEs on their different financial risk concerns: System approach51 cited
    • 2021Developing a decision support system to detect material weaknesses in internal control47 cited
    • 2023SME default prediction: A systematic methodology-focused review45 cited
    • 2023The evaluation of bankruptcy prediction models based on socio-economic costs44 cited
    • 2023A two-stage credit scoring model based on random forest: Evidence from Chinese small firms39 cited