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From Conventional Methods to Contemporary Neural Network Approaches: Financial Fraud Detection

Okur, M.R.; Zengin-Karaibrahimoglu, Y.; Taskin Yesilova, F.D. (Springer Nature, 2021)

This chapter provides insights on the underlying reasons to replace the conventional methods with contemporary approaches—the neural network-based machine learning methods—in financial fraud detection. To do this, we perform ...
Ownership and corporate social responsibility: "The power of the female touch"

Seckin Halac, D.; Erdener-Acar, E.; Zengin-Karaibrahimoglu, Y. (Elsevier, 2021)

Using a sample of 26,029 firm-year observations over the period 2002–2017 from 4,479 firms and 44 countries, we examine the relationship between ownership concentration and corporate social responsibility by focusing on ...