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  • Search: subject:"LSTM/BiLSTM"
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Year of publication
Subject
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Default loan prediction 2 LSTM/BiLSTM 2 SHAP 2 feature importance 2 marketplace lending 2 time series classification 2 Artificial intelligence 1 Bank lending 1 Credit 1 Credit rating 1 Credit risk 1 Forecasting model 1 Insolvency 1 Insolvenz 1 Kredit 1 Kreditgeschäft 1 Kreditrisiko 1 Kreditwürdigkeit 1 Künstliche Intelligenz 1 Prognoseverfahren 1 Time series analysis 1 Zeitreihenanalyse 1
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Online availability
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Free 2 CC license 1
Type of publication
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Article 2
Type of publication (narrower categories)
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Article 1 Article in journal 1 Aufsatz in Zeitschrift 1
Language
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English 2
Author
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Drechsler, Rolf 2 Hornuf, Lars 2 Huhn, Sebastian 2 Imam, Sana Hassan 2
Published in...
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Credit and Capital Markets – Kredit und Kapital 1 Credit and capital markets : Kredit und Kapital 1
Source
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ECONIS (ZBW) 1 EconStor 1
Showing 1 - 2 of 2
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A Novel Default Risk Prediction and Feature Importance Analysis Technique for Marketplace Lending using Machine Learning
Imam, Sana Hassan; Huhn, Sebastian; Hornuf, Lars; … - In: Credit and Capital Markets – Kredit und Kapital 56 (2023) 1, pp. 27-62
Marketplace lending has fundamentally changed the relationship between borrowers and lenders in financial markets. As with many other financial products that have emerged in recent years, internet-based investors may be inexperienced in marketplace lending, highlighting the importance of...
Persistent link: https://www.econbiz.de/10014556392
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Cover Image
A novel default risk prediction and feature importance analysis technique for marketplace lending using machine learning
Imam, Sana Hassan; Huhn, Sebastian; Hornuf, Lars; … - In: Credit and capital markets : Kredit und Kapital 56 (2023) 1, pp. 27-62
Marketplace lending has fundamentally changed the relationship between borrowers and lenders in financial markets. As with many other financial products that have emerged in recent years, internet-based investors may be inexperienced in marketplace lending, highlighting the importance of...
Persistent link: https://www.econbiz.de/10014518604
Saved in:
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