<b>Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective</b>
<p dir="ltr">Bankruptcy prediction is crucial for financial stability, and sector-specific Artificial Intelligence and Machine Learning (AI-ML) models have proven superior in performance. However, a significant gap exists, as most models are designed for advanced economies, leaving t...
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2025
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| _version_ | 1852015571020808192 |
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| author | Guruprasad Desai (22331299) |
| author_facet | Guruprasad Desai (22331299) |
| author_role | author |
| dc.creator.none.fl_str_mv | Guruprasad Desai (22331299) |
| dc.date.none.fl_str_mv | 2025-10-23T18:28:42Z |
| dc.identifier.none.fl_str_mv | 10.6084/m9.figshare.30392467.v2 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/_b_Predicting_Bankruptcy_in_Wholesale_Retail_and_Motor_Vehicle_Repair_An_AI-ML_Perspective_b_/30392467 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Financial econometrics Financial institutions (incl. banking) Bankruptcy Prediction AI-ML Models Trade Services Sector SMOTE Early Warning Indicators information values |
| dc.title.none.fl_str_mv | <b>Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective</b> |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p dir="ltr">Bankruptcy prediction is crucial for financial stability, and sector-specific Artificial Intelligence and Machine Learning (AI-ML) models have proven superior in performance. However, a significant gap exists, as most models are designed for advanced economies, leaving their efficacy in emerging markets like India unexplored. This study addresses this gap by focusing on the applicability of these advanced models to predict bankruptcy within India's dynamic trade services sector, a vital component of the economy</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_681c7ca3115e81275c8656f0bfc888db |
| identifier_str_mv | 10.6084/m9.figshare.30392467.v2 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30392467 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | <b>Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective</b>Guruprasad Desai (22331299)Financial econometricsFinancial institutions (incl. banking)Bankruptcy PredictionAI-ML ModelsTrade Services SectorSMOTEEarly Warning Indicatorsinformation values<p dir="ltr">Bankruptcy prediction is crucial for financial stability, and sector-specific Artificial Intelligence and Machine Learning (AI-ML) models have proven superior in performance. However, a significant gap exists, as most models are designed for advanced economies, leaving their efficacy in emerging markets like India unexplored. This study addresses this gap by focusing on the applicability of these advanced models to predict bankruptcy within India's dynamic trade services sector, a vital component of the economy</p>2025-10-23T18:28:42ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.6084/m9.figshare.30392467.v2https://figshare.com/articles/dataset/_b_Predicting_Bankruptcy_in_Wholesale_Retail_and_Motor_Vehicle_Repair_An_AI-ML_Perspective_b_/30392467CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/303924672025-10-23T18:28:42Z |
| spellingShingle | <b>Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective</b> Guruprasad Desai (22331299) Financial econometrics Financial institutions (incl. banking) Bankruptcy Prediction AI-ML Models Trade Services Sector SMOTE Early Warning Indicators information values |
| status_str | publishedVersion |
| title | <b>Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective</b> |
| title_full | <b>Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective</b> |
| title_fullStr | <b>Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective</b> |
| title_full_unstemmed | <b>Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective</b> |
| title_short | <b>Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective</b> |
| title_sort | <b>Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective</b> |
| topic | Financial econometrics Financial institutions (incl. banking) Bankruptcy Prediction AI-ML Models Trade Services Sector SMOTE Early Warning Indicators information values |