Item talk:Q168960

{

 "OpenAlex": {
   "cited_by_count": 211950,
   "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": {
     "id": "https://openalex.org/domains/2",
     "display_name": "Social Sciences"
   },
   "field": {
     "id": "https://openalex.org/fields/14",
     "display_name": "Business, Management and Accounting"
   },
   "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": [
     {
       "id": "https://openalex.org/T13509",
       "display_name": "Accounting and Sustainability Research"
     },
     {
       "id": "https://openalex.org/T14183",
       "display_name": "Analysis of Banking Sector and Financial Performance"
     },
     {
       "id": "https://openalex.org/T13972",
       "display_name": "Business Law and Competitive Advantage"
     },
     {
       "id": "https://openalex.org/T14419",
       "display_name": "Cooperative Banking and Financial Regulation"
     },
     {
       "id": "https://openalex.org/T10019",
       "display_name": "Corporate Governance and Financial Performance"
     },
     {
       "id": "https://openalex.org/T11508",
       "display_name": "Corporate Tax Avoidance and Strategies"
     },
     {
       "id": "https://openalex.org/T12276",
       "display_name": "Enterprise Risk Management in Finance and Business"
     },
     {
       "id": "https://openalex.org/T14030",
       "display_name": "European Union Tax Law and Policy"
     },
     {
       "id": "https://openalex.org/T12123",
       "display_name": "Financial Analysis and Management in Business"
     },
     {
       "id": "https://openalex.org/T14239",
       "display_name": "Financial Analysis and Management in Organizations"
     },
     {
       "id": "https://openalex.org/T10081",
       "display_name": "Financial Reporting and Earnings Management"
     },
     {
       "id": "https://openalex.org/T12509",
       "display_name": "Global Bankruptcy Law and Financial Distress"
     },
     {
       "id": "https://openalex.org/T13744",
       "display_name": "Impact of Financial Literacy on Business Performance"
     },
     {
       "id": "https://openalex.org/T12544",
       "display_name": "Impact of Working Capital Management on Firm Profitability"
     },
     {
       "id": "https://openalex.org/T10517",
       "display_name": "Importance of Financial Literacy and Retirement Planning"
     },
     {
       "id": "https://openalex.org/T11365",
       "display_name": "Islamic Banking and Finance Literature Review"
     },
     {
       "id": "https://openalex.org/T14180",
       "display_name": "Legal Aspects of International Trade and Shipping"
     },
     {
       "id": "https://openalex.org/T14138",
       "display_name": "Life Cycle Costing in Construction and Infrastructure Projects"
     },
     {
       "id": "https://openalex.org/T12378",
       "display_name": "Skills and Attributes in Accounting Education"
     },
     {
       "id": "https://openalex.org/T13366",
       "display_name": "Theoretical Foundations of Accounting and Reporting Practices"
     },
     {
       "id": "https://openalex.org/T11903",
       "display_name": "Venture Capital and Start-Up Financing"
     }
   ],
   "subfield": {
     "id": "https://openalex.org/subfields/1402",
     "display_name": "Accounting"
   },
   "updated_date": "2024-08-19T05:42:46.398915",
   "works_count": 16536,
   "oa_id": "T11653"
 }

}