{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","description":"This cluster of papers focuses on the development and comparison of machine learning models, including neural networks, support vector machines, and ensemble methods, for predicting bankruptcy and assessing credit risk. The research explores various techniques for financial distress prediction, credit scoring, and risk assessment in both corporate and consumer contexts.","keywords":[{"id":"https://openalex.org/keywords/bankruptcy-prediction","display_name":"bankruptcy prediction","score":0.8513},{"id":"https://openalex.org/keywords/financial-distress","display_name":"financial distress","score":0.3785},{"id":"https://openalex.org/keywords/altman-z-score","display_name":"Altman Z-score","score":0.7749},{"id":"https://openalex.org/keywords/financial-distress-prediction","display_name":"financial distress prediction","score":0.8686},{"id":"https://openalex.org/keywords/credit-risk-assessment","display_name":"credit risk assessment","score":0.3952},{"id":"https://openalex.org/keywords/credit-scoring","display_name":"credit scoring","score":0.4926},{"id":"https://openalex.org/keywords/default-prediction","display_name":"default prediction","score":0.6898},{"id":"https://openalex.org/keywords/bankruptcy-prediction-models","display_name":"bankruptcy prediction models","score":0.8138},{"id":"https://openalex.org/keywords/loan-default-prediction","display_name":"loan default prediction","score":0.7498},{"id":"https://openalex.org/keywords/bankruptcy-risk","display_name":"bankruptcy risk","score":0.2109},{"id":"https://openalex.org/keywords/springate-model","display_name":"Springate model","score":0.9496},{"id":"https://openalex.org/keywords/zmijewski-model","display_name":"Zmijewski model","score":0.9693},{"id":"https://openalex.org/keywords/credit-risk-modeling","display_name":"credit risk modeling","score":0.206},{"id":"https://openalex.org/keywords/corporate-financial-distress","display_name":"corporate financial distress","score":0.4323},{"id":"https://openalex.org/keywords/early-warning-model","display_name":"early warning model","score":0.3694},{"id":"https://openalex.org/keywords/probability-of-default","display_name":"probability of default","score":0.2411},{"id":"https://openalex.org/keywords/corporate-bankruptcy-prediction","display_name":"corporate bankruptcy prediction","score":0.9084},{"id":"https://openalex.org/keywords/default-probability","display_name":"default probability","score":0.2004},{"id":"https://openalex.org/keywords/credit-scoring-models","display_name":"credit scoring models","score":0.6124},{"id":"https://openalex.org/keywords/bank-failure-prediction","display_name":"bank failure prediction","score":0.5778},{"id":"https://openalex.org/keywords/grover-model","display_name":"Grover model","score":0.959},{"id":"https://openalex.org/keywords/corporate-financial-health","display_name":"corporate financial health","score":0.298},{"id":"https://openalex.org/keywords/credit-risk-classification","display_name":"credit risk classification","score":0.5104},{"id":"https://openalex.org/keywords/financial-failure-prediction","display_name":"financial failure prediction","score":0.8952},{"id":"https://openalex.org/keywords/bankruptcy-probability","display_name":"bankruptcy probability","score":0.4422}],"legacy_keywords":"Bankruptcy Prediction; Credit Scoring; Machine Learning; Financial Distress; Neural Networks; Support Vector Machines; Ensemble Learning; Risk Assessment; Predictive Modeling; Financial Crisis","ids":{"openalex":"https://openalex.org/T11653","wikipedia":"https://en.wikipedia.org/wiki/Bankruptcy_prediction"},"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"},"siblings":[{"id":"https://openalex.org/T10019","display_name":"Corporate Finance and Governance"},{"id":"https://openalex.org/T10081","display_name":"Auditing, Earnings Management, Governance"},{"id":"https://openalex.org/T10517","display_name":"Financial Literacy, Pension, Retirement Analysis"},{"id":"https://openalex.org/T11365","display_name":"Islamic Finance and Banking Studies"},{"id":"https://openalex.org/T11508","display_name":"Corporate Taxation and Avoidance"},{"id":"https://openalex.org/T11903","display_name":"Private Equity and Venture Capital"},{"id":"https://openalex.org/T12123","display_name":"Financial Analysis and Corporate Governance"},{"id":"https://openalex.org/T12276","display_name":"Risk Management in Financial Firms"},{"id":"https://openalex.org/T12378","display_name":"Accounting Education and Careers"},{"id":"https://openalex.org/T12509","display_name":"Corporate Insolvency and Governance"},{"id":"https://openalex.org/T12544","display_name":"Working Capital and Financial Performance"},{"id":"https://openalex.org/T13366","display_name":"Accounting Theory and Financial Reporting"},{"id":"https://openalex.org/T13509","display_name":"Accounting and Financial Management"},{"id":"https://openalex.org/T13744","display_name":"Financial Literacy and Behavior"},{"id":"https://openalex.org/T13972","display_name":"Business Law and Ethics"},{"id":"https://openalex.org/T14030","display_name":"Taxation and Legal Issues"},{"id":"https://openalex.org/T14138","display_name":"Life Cycle Costing Analysis"},{"id":"https://openalex.org/T14180","display_name":"Law, logistics, and international trade"},{"id":"https://openalex.org/T14183","display_name":"Banking Sector Performance and Management"},{"id":"https://openalex.org/T14239","display_name":"Business, Education, Mathematics Research"},{"id":"https://openalex.org/T14419","display_name":"Banking Systems and Strategies"}],"works_count":55712,"cited_by_count":354362,"works_api_url":"https://api.openalex.org/works?filter=topics.id:T11653","updated_date":"2026-10-20T03:01:21","created_date":"2024-01-23T15:27:11"}