Emmanouel Fergadiotis

Athens University of Economics and Business

76 Patission Street

Athens, 104 34

Greece

  • Athens University of Economics and Business

SCHOLARLY PAPERS

3

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500

SSRN CITATIONS

9

CROSSREF CITATIONS

0

Scholarly Papers (3)

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1.

Machine Learning in Bank Merger Prediction: A Text-Based Approach

European Journal of Operational Research, volume 312, issue 2, 2024[10.1016/j.ejor.2023.07.039]
Number of pages: 42 Posted: 15 Jun 2021 Last Revised: 20 Sep 2024
Apostolos G. Katsafados, George N. Leledakis, Emmanouil G. Pyrgiotakis, Ion Androutsopoulos and Emmanouel Fergadiotis
Athens University of Economics and Business - Department of Accounting and Finance, Athens University of Economics and Business, School of Business, Department of Accounting and Finance, University of Essex - Essex Business School, Athens University of Economics and Business and Athens University of Economics and Business
Downloads 277 (213,321)
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Bank merger prediction, Textual analysis, Natural language processing, Machine learning

2.

Using Textual Analysis to Identify Merger Participants: Evidence from the U.S. Banking Industry

Finance Research Letters, volume 42, 2021[10.1016/j.frl.2021.101949]
Number of pages: 15 Posted: 03 Nov 2019 Last Revised: 20 Sep 2024
Apostolos G. Katsafados, Ion Androutsopoulos, Ilias Chalkidis, Emmanouel Fergadiotis, George N. Leledakis and Emmanouil G. Pyrgiotakis
Athens University of Economics and Business - Department of Accounting and Finance, Athens University of Economics and Business, University of Copenhagen, Athens University of Economics and Business, Athens University of Economics and Business, School of Business, Department of Accounting and Finance and University of Essex - Essex Business School
Downloads 223 (263,929)

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Textual analysis, text sentiment, bank mergers and acquisitions, acquisition likelihood

3.

Textual Information and IPO Underpricing: A Machine Learning Approach

The Journal of Financial Data Science, volume 5, issue 2, 2023[10.3905/jfds.2023.1.121]
Apostolos G. Katsafados, George N. Leledakis, Emmanouil G. Pyrgiotakis, Ion Androutsopoulos, Ilias Chalkidis and Emmanouel Fergadiotis
Athens University of Economics and Business - Department of Accounting and Finance, Athens University of Economics and Business, School of Business, Department of Accounting and Finance, University of Essex - Essex Business School, Athens University of Economics and Business, University of Copenhagen and Athens University of Economics and Business

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JEL classification: C63, G12, G14, G40 Initial public offerings, First-day returns, Natural language processing, Machine learning