SZodixStudyAcademic Library
DashboardShelvesOpen accessMy libraryInboxNotesWriteLearnAlerts
More
Ask your libraryNotificationsQuick citeReview
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Small business credit scoring: a comparison of logistic regression, neural network, and decision tree models
7 references·9 citing·44 second hop
Small business credit scoring: a comparison of logistic regression, neural network, and decision tree models (2004)Small business credit scoring: a comparis…The Effect of Credit Scoring on Small-Business Lending (2001)The Effect of Credit Scoring …Neural network credit scoring models (2000)Neural network credit scoring…Credit scoring using neural and evolutionary techniques (2000)Credit scoring using neural a…Credit Risk Assessment Using Statistical and Machine Learning: Basic Methodology and Risk Modeling Applications (2000)Credit Risk Assessment Using …Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Statistical Classification Me…Stock performance modeling using neural networks: A comparative study with regression models (1994)Stock performance modeling us…Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Corporate distress diagnosis:…Legal perspective on possible fairness measures – A legal discussion using the example of hiring decisions (2021)Legal perspective on possible…Feature selection in credit risk modeling: an international evidence (2021)Feature selection in credit r…A predictive intelligence system of credit scoring based on deep multiple kernel learning (2021)A predictive intelligence sys…A neural‐network‐based decision‐making model in the peer‐to‐peer lending market (2020)A neural‐network‐based decisi…Application of interpretable machine learning models for the intelligent decision (2018)Application of interpretable …Predicting creditworthiness in retail banking with limited scoring data (2016)Predicting creditworthiness i…A granular computing-based approach to credit scoring modeling (2013)A granular computing-based ap…Credit scoring and decision making in Egyptian public sector banks (2009)Credit scoring and decision m…An evaluation of alternative scoring models in private banking (2009)An evaluation of alternative …The Pricing of Options and Corporate Liabilities (1973)Theory of Rational Option Pricing (1973)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Machine learning techniques for credit risk evaluation: a systematic literature review (2020)Financial Inclusion in Emerging Economies: The Application of Machine Learning and Artificial Intelligence in Credit Risk Assessment (2021)Machine learning-driven credit risk: a systemic review (2022)A comparison of neural networks and linear scoring models in the credit union environment (1996)Credit-scoring models in the credit-union environment using neural networks and genetic algorithms (1997)A survey of the issues in consumer credit modelling research (2005)A credit scoring model for Vietnam's retail banking market (2007)A literature review on the application of evolutionary computing to credit scoring (2012)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)The effects of government ownership on bank lending (2003)Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)An Empirical Investigation of the Arbitrage Pricing Theory (1980)Information and Volatility: The No-Arbitrage Martingale Approach to Timing and Resolution Irrelevancy (1989)Option price forecasting using neural networks (2000)Forecasting Stock Index Movement: A Comparison of Support Vector Machines and Random Forest (2006)An Ensemble of LSTM Neural Networks for High-Frequency Stock Market Classification (2018)Credit Rationing in Markets with Imperfect Information (1981)The Benefits of Lending Relationships: Evidence from Small Business Data (1994)Relationship Lending and Lines of Credit in Small Firm Finance (1995)Does market size structure affect competition? The case of small business lending (2006)Small Business Credit Scoring and Credit Availability* (2006)When arm's length is too far: Relationship banking over the credit cycle (2017)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Credit scoring with a data mining approach based on support vector machines (2006)Using neural network ensembles for bankruptcy prediction and credit scoring (2007)Support Vector Machines (SVM) as a Technique for Solvency Analysis (2009)A Novel Credit Scoring Prediction Model based on Feature Selection Approach and Parallel Random Forest (2016)A comprehensive decision support approach for credit scoring (2019)Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Approaches for credit scorecard calibration: An empirical analysis (2017)A COST-SENSITIVE LOGISTIC REGRESSION CREDIT SCORING MODEL BASED ON MULTI-OBJECTIVE OPTIMIZATION APPROACH (2019)How to identify early defaults in online lending: A cost-sensitive multi-layer learning framework (2021)The Measurement of Productive Efficiency (1957)Measuring the efficiency of decision making units (1978)Maps of Bounded Rationality: Psychology for Behavioral Economics (2003)The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients (2008)Consumer credit-risk models via machine-learning algorithms (2010)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)
this work references cited by second hop

References

  • 1994Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience)1,059 cited
  • 1997Statistical Classification Methods in Consumer Credit Scoring: A Review1,039 cited
  • 2000Neural network credit scoring models1,032 cited
  • 2001The Effect of Credit Scoring on Small-Business Lending393 cited
  • 1994Stock performance modeling using neural networks: A comparative study with regression models319 cited
  • 2000Credit Risk Assessment Using Statistical and Machine Learning: Basic Methodology and Risk Modeling Applications257 cited
  • 2000Credit scoring using neural and evolutionary techniques151 cited

Cited by

  • 2018Application of interpretable machine learning models for the intelligent decision76 cited
  • 2016Predicting creditworthiness in retail banking with limited scoring data54 cited
  • 2013A granular computing-based approach to credit scoring modeling46 cited
  • 2009An evaluation of alternative scoring models in private banking41 cited
  • 2021Feature selection in credit risk modeling: an international evidence32 cited
  • 2021A predictive intelligence system of credit scoring based on deep multiple kernel learning32 cited
  • 2009Credit scoring and decision making in Egyptian public sector banks

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

28 cited
  • 2021Legal perspective on possible fairness measures – A legal discussion using the example of hiring decisions23 cited
  • 2020A neural‐network‐based decision‐making model in the peer‐to‐peer lending market19 cited