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Language: en
Pages: 48
Pages: 48
Type: BOOK - Published: 2024-03-08 - Publisher: International Monetary Fund
This study applies state-of-the-art machine learning (ML) techniques to forecast IMF-supported programs, analyzes the ML prediction results relative to traditio
Language: en
Pages: 35
Pages: 35
Type: BOOK - Published: 2021-10-22 - Publisher: International Monetary Fund
This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benef
Language: en
Pages: 34
Pages: 34
Type: BOOK - Published: 2019-05-17 - Publisher: International Monetary Fund
Recent advances in digital technology and big data have allowed FinTech (financial technology) lending to emerge as a potentially promising solution to reduce t
Language: en
Pages: 37
Pages: 37
Type: BOOK - Published: 2019-12-27 - Publisher: International Monetary Fund
We compared the predictive performance of a series of machine learning and traditional methods for monthly CDS spreads, using firms’ accounting-based, market-
Language: en
Pages: 454
Pages: 454
Type: BOOK - Published: 2018-05-31 - Publisher: Elsevier
Machine Learning Techniques for Space Weather provides a thorough and accessible presentation of machine learning techniques that can be employed by space weath