Turkish small-and medium-sized enterprises (SMEs) are exposed to fraud risks and creditor
banks are facing big challenges to deal with financial accounting fraud. This study explores …

Financial data fraud by listed companies has brought an extremely bad impact on the market
and society. Predicting the financial data fraud of listed companies in advance may reduce …

Sažetak Financial statement fraud is a type of fraud that contributes to the biggest lo-sses for
businesses. In today's business environment it has become possible to detect financial …

Financial statement fraud refers to malicious manipulations of financial data in listed
companies' annual statements. Traditional machine learning approaches focus on individual …

Financial data, such as financial statements, contain valuable and critical information that
may assist stakeholders and investors in optimizing their capital to maximize overall …

Bu çalışmada Borsa İstanbul'da 2000-2019 yılları arasında işlem gören 88 şirketin finansal
tablolarında sahtekârlık yapıp yapmadıkları bir yıl öncesinden tahmin etmek için etkili bir …

This study aimed to predict the 1 to 2 year future time of the financial failure of 86
manufacturing companies that are operating in Borsa İstanbul. The data comprised of 2010 …

Finansal başarısızlık tahmini, finans alanında önemli araştırma konularından biri olmuştur.
Her koşul ve ortamda kullanılabilecek mükemmel bir tahmin yöntemi ve modelinin olmayışı …

In this study, Artificial Neural Networks (NN), C5. 0 Classification Algorithm, Classification
and Regression Trees (CART) analyses were used to predict the financial success/failure of …

Initial applications of big data analytics such as data mining techniques in auditing remain
pioneering, and more research is needed on attributes to develop predicted models using …