Item talk:Q168960

OpenAlex: !!python/object/new:pyalex.api.Topic

 dictitems:
   cited_by_count: 177181
   created_date: '2024-01-23'
   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.
   display_name: Bankruptcy Prediction and Credit Scoring Models
   domain:
     display_name: Social Sciences
     id: https://openalex.org/domains/2
   field:
     display_name: Business, Management and Accounting
     id: https://openalex.org/fields/14
   id: https://openalex.org/T11653
   ids:
     openalex: https://openalex.org/T11653
     wikipedia: https://en.wikipedia.org/wiki/Bankruptcy_prediction
   keywords:
   - Bankruptcy Prediction
   - Credit Scoring
   - Machine Learning
   - Financial Distress
   - Neural Networks
   - Support Vector Machines
   - Ensemble Learning
   - Risk Assessment
   - Predictive Modeling
   - Financial Crisis
   siblings:
   - display_name: Accounting and Sustainability Research
     id: https://openalex.org/T13509
   - display_name: Analysis of Banking Sector and Financial Performance
     id: https://openalex.org/T14183
   - display_name: Business Law and Competitive Advantage
     id: https://openalex.org/T13972
   - display_name: Cooperative Banking and Financial Regulation
     id: https://openalex.org/T14419
   - display_name: Corporate Governance and Financial Performance
     id: https://openalex.org/T10019
   - display_name: Corporate Tax Avoidance and Strategies
     id: https://openalex.org/T11508
   - display_name: Enterprise Risk Management in Finance and Business
     id: https://openalex.org/T12276
   - display_name: European Union Tax Law and Policy
     id: https://openalex.org/T14030
   - display_name: Financial Analysis and Management in Business
     id: https://openalex.org/T12123
   - display_name: Financial Analysis and Management in Organizations
     id: https://openalex.org/T14239
   - display_name: Financial Reporting and Earnings Management
     id: https://openalex.org/T10081
   - display_name: Global Bankruptcy Law and Financial Distress
     id: https://openalex.org/T12509
   - display_name: Impact of Financial Literacy on Business Performance
     id: https://openalex.org/T13744
   - display_name: Impact of Working Capital Management on Firm Profitability
     id: https://openalex.org/T12544
   - display_name: Importance of Financial Literacy and Retirement Planning
     id: https://openalex.org/T10517
   - display_name: Islamic Banking and Finance Literature Review
     id: https://openalex.org/T11365
   - display_name: Legal Aspects of International Trade and Shipping
     id: https://openalex.org/T14180
   - display_name: Life Cycle Costing in Construction and Infrastructure Projects
     id: https://openalex.org/T14138
   - display_name: Skills and Attributes in Accounting Education
     id: https://openalex.org/T12378
   - display_name: Theoretical Foundations of Accounting and Reporting Practices
     id: https://openalex.org/T13366
   - display_name: Venture Capital and Start-Up Financing
     id: https://openalex.org/T11903
   subfield:
     display_name: Accounting
     id: https://openalex.org/subfields/1402
   updated_date: '2024-05-20T05:05:11.154830'
   works_count: 16151