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ArticleMachine learning in bank merger prediction: A text-based approach

Apostolos G. Katsafados2023

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Articlegreen2023

Machine learning in bank merger prediction: A text-based approach

Apostolos G. Katsafados · George N. Leledakis · Emmanouil G. Pyrgiotakis · Ion Androutsopoulos · Manos Fergadiotis

43 citations·0/0 files stored·European Journal of Operational Research

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Computational and Text Analysis Methods Banking stability, regulation, efficiency Corporate Finance and Governance

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References

2011When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks 1965Mergers and the Market for Corporate Control 2016Textual Analysis in Accounting and Finance: A Survey 2014Measuring Readability in Financial Disclosures 1986Predicting takeover targets 2002Rating Banks: Risk and Uncertainty in an Opaque Industry 2004A hybrid ARIMA and support vector machines model in stock price forecasting 1999Bank loan loss provisions: a reexamination of capital management, earnings management and signaling effects

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2025Unleashing the power of text for credit default prediction: Comparing human-written and generative AI-refined texts 2024Predicting Cross-border Merger and Acquisition Completion through CEO Characteristics: A Machine Learning Approach 2024The impact of CEO turnover on firm performance and insolvency risk - A global analysis

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Details

Year2023

Typearticle

Published2023-08-03

VenueEuropean Journal of Operational Research

ISSN-L0377-2217

Languageen

Citations43

Files0 public / 0

ShelfComputational and Text Analysis Methods

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doi10.1016/j.ejor.2023.07.039

openalex_workW4385555952

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