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Forecasting corporate credit ratings using big data from social media
13 references·2 citing·54 second hopsampled
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References

  • 2018Big data techniques in auditing research and practice: Current trends and future opportunities358 cited
  • 2012Hybrid system with genetic algorithm and artificial neural networks and its application to retail credit risk assessment198 cited
  • 2016A deep learning approach for credit scoring using credit default swaps196 cited
  • 2015An empirical evaluation of the performance of binary classifiers in the prediction of credit ratings changes169 cited
  • 2020Corporate default forecasting with machine learning168 cited
  • 2011A corporate credit rating model using multi-class support vector machines with an ordinal pairwise partitioning approach165 cited
  • 2018A multicriteria outranking approach for modeling corporate credit ratings: An application of the Electre Tri-nC method128 cited
  • 2012A hybrid KMV model, random forests and rough set theory approach for credit rating111 cited
  • 2018Big Data techniques to measure credit banking risk in home equity loans102 cited
  • 2016Financial innovation: Credit default hybrid model for SME lending79 cited
  • 2011Study of corporate credit risk prediction based on integrating boosting and random subspace71 cited
  • 2015The predictive accuracy of Sukuk ratings; Multinomial Logistic and Neural Network inferences54 cited
  • 2018A multiple criteria credit rating approach utilizing social media data45 cited

Cited by

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  • 2025Innovative Credit Risk Assessment: Leveraging Social Media Data for Inclusive Credit Scoring in Indonesia’s Fintech Sector20 cited
  • 2024A novel URP-CNN model for bond credit risk evaluation of Chinese listed companies16 cited