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Big-data-driven Model Construction and Empirical Analysis of SMEs Credit Assessment in China
8 references·1 citing·46 second hop
Big-data-driven Model Construction and Empirical Analysis of SMEs Credit Assessment in China (2019)Big-data-driven Model Construction and Em…An improved SMO algorithm for financial credit risk assessment – Evidence from China’s banking (2017)An improved SMO algorithm for…Financial innovation: Credit default hybrid model for SME lending (2016)Financial innovation: Credit …A new dynamic modeling framework for credit risk assessment (2015)A new dynamic modeling framew…Loan managers’ trust and credit access for SMEs (2012)Loan managers’ trust and cred…Support vector machines for default prediction of SMEs based on technology credit (2009)Support vector machines for d…Small Firms' Demand for Finance: A Research Note (2001)Small Firms' Demand for Finan…Sharing default information as a borrower discipline device (2000)Sharing default information a…Capital Structure and Small Growth Firms (1991)Capital Structure and Small G…A big data analytics method for assessing creditworthiness of SMEs: fuzzy equifinality relationships analysis (2024)A big data analytics method f…The Benefits of Lending Relationships: Evidence from Small Business Data (1994)An Integrative Model Of Organizational Trust (1995)Relationship Lending and Lines of Credit in Small Firm Finance (1995)Do small businesses still prefer community banks? (2014)The financing of innovative SMEs: A multicriteria credit rating model (2015)Assessing credit risk of commercial customers using hybrid machine learning algorithms (2022)Financial Ratios As Predictors of Failure (1966)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Credit scoring models for the microfinance industry using neural networks: Evidence from Peru (2012)Global stock market investment strategies based on financial network indicators using machine learning techniques (2018)Machine Learning for Financial Risk Management: A Survey (2020)Neural network credit scoring models (2000)Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Multi Criteria Decision Making in Financial Risk Management with a Multi-objective Genetic Algorithm (2017)Credit scoring methods: Latest trends and points to consider (2022)Consumer credit risk assessment: A review from the state-of-the-art classification algorithms, data traits, and learning methods (2023)Corporate financing and investment decisions when firms have information that investors do not have (1984)Basics of Qualitative Research: Grounded Theory Procedures and Techniques. (1992)Change in SME internationalisation: an Irish perspective (2006)Qualitative Data Analysis (2008)Perceived Financial Barriers and the Start-up Decision (2009)Unlocking finance for social tech start-ups: Is there a new opportunity space? (2017)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Determinants of corporate borrowing (1977)The Impact of Human and Social Capital on Entrepreneurs’ Knowledge of Finance Alternatives (2011)Cases of start‐up financing (2012)Working capital financing preferences: the case of mauritian manufacturing small and medium-sized enterprises (SMES) (2012)Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Forecasting with artificial neural networks: (1998)THE IMPACT OF SOCIAL AND ECONOMIC FACTORS IN THE CREDIT RISK MANAGEMENT OF SME (2018)Artificial Intelligence Based Commercial Risk Management Framework for SMEs (2019)Applications of Artificial Intelligence in commercial banks – A research agenda for behavioral finance (2020)Credit rating analysis with support vector machines and neural networks: a market comparative study (2003)Basel Committee On Banking Supervision (2010)Factors Influencing Credit Decision for Lending SMEs: A Case Study on National Bank of Egypt (2018)Assessment of Support Vector Machine performance for default prediction and credit rating (2022)What's different about banks? (1985)Asymmetric Information, Bank Lending and Implicit Contracts: A Stylized Model of Customer Relationships (1990)Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt (1991)A more complete conceptual framework for SME finance (2006)Creditor rights, information sharing, and bank risk taking (2010)Bank Competition and Stability: Cross-Country Heterogeneity (2011)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research (2015)Big data analytics and firm performance: Effects of dynamic capabilities (2016)
this work references cited by second hop

References

  • 2000Sharing default information as a borrower discipline device421 cited
  • 2009Support vector machines for default prediction of SMEs based on technology credit221 cited
  • 2012Loan managers’ trust and credit access for SMEs212 cited
  • 2001Small Firms' Demand for Finance: A Research Note107 cited
  • 2015A new dynamic modeling framework for credit risk assessment82 cited
  • 2016Financial innovation: Credit default hybrid model for SME lending79 cited
  • 1991Capital Structure and Small Growth Firms62 cited
  • 2017An improved SMO algorithm for financial credit risk assessment – Evidence from China’s banking44 cited

Cited by

  • 2024A big data analytics method for assessing creditworthiness of SMEs: fuzzy equifinality relationships analysis13 cited

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