Machine Learning for Bankruptcy Prediction in the American Stock Market: Dataset and Benchmarks

Machine Learning for Bankruptcy Prediction in the American Stock Market: Dataset and Benchmarks

Predicting corporate bankruptcy is one of the fundamental tasks in credit risk assessment. In particular, since the 2007/2008 financial crisis, it has become a priority for most financial institutions, practitioners, and academics. The recent advancements in machine learning (ML) enabled the develop...

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Bibliographic Details
Main Authors: Gianfranco Lombardo, Mattia Pellegrino, George Adosoglou, Stefano Cagnoni, Panos M. Pardalos, Agostino Poggi
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Future Internet
Subjects:
bankruptcy prediction
deep learning
multi-head
LSTM
machine learning
stock market
Online Access:https://www.mdpi.com/1999-5903/14/8/244

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https://www.mdpi.com/1999-5903/14/8/244

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