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Enhancing Credit Risk Decision-Making in Supply Chain Finance With Interpretable Machine Learning Model
16 references·0 citing·55 second hop
Enhancing Credit Risk Decision-Making in Supply Chain Finance With Interpretable Machine Learning Model (2025)Enhancing Credit Risk Decision-Making in …Environmental, social and governance performance and financial risk: Moderating role of ESG controversies and board gender diversity (2021)Environmental, social and gov…A firefly algorithm modified support vector machine for the credit risk assessment of supply chain finance (2021)A firefly algorithm modified …Application of genetic algorithm and BP neural network in supply chain finance under information sharing (2020)Application of genetic algori…A study on credit scoring modeling with different feature selection and machine learning approaches (2020)A study on credit scoring mod…A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique (2020)A new deep learning ensemble …Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach (2019)Forecasting SMEs' credit risk…Big data analytics on enterprise credit risk evaluation of e-Business platform (2019)Big data analytics on enterpr…A Bolasso based consistent feature selection enabled random forest classification algorithm: An application to credit risk assessment (2019)A Bolasso based consistent fe…Liquidity risk, credit risk and stability in Islamic and conventional banks (2018)Liquidity risk, credit risk a…Bayesian network modelling for supply chain risk propagation (2018)Bayesian network modelling fo…Cost-based feature selection for Support Vector Machines: An application in credit scoring (2017)Cost-based feature selection …Selection of Support Vector Machines based classifiers for credit risk domain (2014)Selection of Support Vector M…Feature selection in corporate credit rating prediction (2013)Feature selection in corporat…Supply chain networks with corporate financial risks and trade credits under economic uncertainty (2012)Supply chain networks with co…A corporate credit rating model using multi-class support vector machines with an ordinal pairwise partitioning approach (2011)A corporate credit rating mod…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Application of support vector machines in financial time series forecasting (2001)Financial time series forecasting using support vector machines (2003)Forecasting stock market movement direction with support vector machine (2004)Comparing the learning effectiveness of BP, ELM, I-ELM, and SVM for corporate credit ratings (2013)A multicriteria outranking approach for modeling corporate credit ratings: An application of the Electre Tri-nC method (2018)Credit Scoring and Its Applications (2002)The Credit Scoring Toolkit (2007)Development and application of consumer credit scoring models using profit-based classification measures (2014)A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees (2018)A novel multi-stage hybrid model with enhanced multi-population niche genetic algorithm: An application in credit scoring (2018)A multi-objective approach for profit-driven feature selection in credit scoring (2019)Performance measurement system design (1995)Supply Chain Management: Strategy, Planning and Operations (2000)Oxford English dictionary (2004)Review of quantitative methods for supply chain resilience analysis (2019)Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak (2020)Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic (2020)Bank Runs, Deposit Insurance, and Liquidity (1983)Financial Intermediation and Delegated Monitoring (1984)Islamic vs. conventional banks: Business models, efficiency and stability (2013)How does corporate social responsibility affect financial performance, financial stability, and financial inclusion in the banking sector? Evidence from Pakistan (2020)Do ESG strategies enhance bank stability during financial turmoil? Evidence from Europe (2021)Fintech in islamic finance literature: A review (2022)Credit Rationing in Markets with Imperfect Information (1981)Neural network credit scoring models (2000)Perspectives in supply chain risk management (2006)Artificial intelligence in operations management and supply chain management: an exploratory case study (2021)Future of artificial intelligence and its influence on supply chain risk management – A systematic review (2022)AI integration in financial services: a systematic review of trends and regulatory challenges (2025)Benchmarking state-of-the-art classification algorithms for credit scoring (2003)The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients (2008)Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research (2015)Graph convolutional network-based credit default prediction utilizing three types of virtual distances among borrowers (2020)Financial Distress Prediction for Small and Medium Enterprises Using Machine Learning Techniques (2021)A decision support system for classifying supplier selection criteria using machine learning and random forest approach (2023)Information Sharing and Financial Sector Development in Africa (2016)Leader humility and team creativity: The role of team information sharing, psychological safety, and power distance. (2017)Supply chain finance: A systematic literature review and bibliometric analysis (2018)Supply chain risk management with machine learning technology: A literature review and future research directions (2022)An assessment model for urban resilience based on the pressure-state-response framework and BP-GA neural network (2023)Supply chain financing, digital financial inclusion and enterprise innovation: Evidence from China (2023)Forecasting the volatility of stock price index: A hybrid model integrating LSTM with multiple GARCH-type models (2018)A machine learning approach combining expert knowledge with genetic algorithms in feature selection for credit risk assessment (2021)Generación de series de tiempo financieras sintéticas para "data augmentation" usando redes neuronales generativas adversarias (GAN) (2021)A novel ensemble feature selection method by integrating multiple ranking information combined with an SVM ensemble model for enterprise credit risk prediction in the supply chain (2022)A two-stage hybrid credit risk prediction model based on XGBoost and graph-based deep neural network (2022)Does Corporate Social Responsibility Affect the Cost of Capital? (2010)Strategic management a stakeholder approach (2010)The Impact of Corporate Sustainability on Organizational Processes and Performance (2014)ESG disclosure and financial performance: Moderating role of ESG investors (2022)Environmental, social, and governance (ESG) performance and financial outcomes: Analyzing the impact of ESG on financial performance (2023)Integration of Environmental, Social, and Governance (ESG) criteria: their impacts on corporate sustainability performance (2023)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)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
  • 2021Environmental, social and governance performance and financial risk: Moderating role of ESG controversies and board gender diversity643 cited
  • 2019Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach387 cited
  • 2018Bayesian network modelling for supply chain risk propagation337 cited
  • 2020A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique234 cited
  • 2018Liquidity risk, credit risk and stability in Islamic and conventional banks231 cited
  • 2019A Bolasso based consistent feature selection enabled random forest classification algorithm: An application to credit risk assessment211 cited
  • 2020Application of genetic algorithm and BP neural network in supply chain finance under information sharing171 cited
  • 2011A corporate credit rating model using multi-class support vector machines with an ordinal pairwise partitioning approach165 cited
  • 2017Cost-based feature selection for Support Vector Machines: An application in credit scoring155 cited
  • 2014Selection of Support Vector Machines based classifiers for credit risk domain142 cited
  • 2020A study on credit scoring modeling with different feature selection and machine learning approaches135 cited
  • 2021A firefly algorithm modified support vector machine for the credit risk assessment of supply chain finance

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128 cited
  • 2013Feature selection in corporate credit rating prediction124 cited
  • 2012Supply chain networks with corporate financial risks and trade credits under economic uncertainty101 cited
  • 2019Big data analytics on enterprise credit risk evaluation of e-Business platform101 cited
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