Serkan Aras profile image
Serkan Aras Assoc. Prof. DOKUZ EYLUL UNIVERSITY
Publication 3 Review 9 CrossRef Cited 1 TR Dizin Cited 2
3 Publication
9 Review
1 CrossRef Cited
2 TR Dizin Cited
0000-0002-6808-3979

Research Fields

Supervised Learning Economic Models and Forecasting Financial Forecast and Modelling

Institution

DOKUZ EYLUL UNIVERSITY

Publications

Investigating the Effect of Class Balancing Methods on the Performance of Machine Learning Techniques: Credit Risk Application
Authors: Migraç Enes Furkan Milli , İpek Deveci Kocakoç , Serkan Aras
Published: 2024 , İzmir Journal of Management
DOI: 10.56203/iyd.1436742
FAVORITE 0 TOTAL DOWNLOAD COUNT 662

0

662

FRAUD DETECTION BY MACHINE LEARNING ALGORITHMS: A CASE FROM A MOBILE PAYMENT SYSTEM
Authors: Özlem Güven , Serkan Aras
Published: 2022 , International Journal of Management Economics and Business
DOI: 10.17130/ijmeb.979302
FAVORITE 0 TOTAL DOWNLOAD COUNT 2934

0

2934

Comparing and Combining MLP and NEAT for Time Series Forecasting
Authors: Serkan Aras , Anh Nguyen, Allan White, Shan He
Published: 2017 , İstanbul Üniversitesi İşletme Fakültesi Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 910

0

910

Articles published in
İstanbul Üniversitesi İşletme Fakültesi Dergisi
İstanbul Üniversitesi İşletme Fakültesi Dergisi
İzmir Journal of Management
İzmir Journal of Management
International Journal of Management Economics and Business
International Journal of Management Economics and Business

Reviews

Dokuz Eylul University The Journal of Graduate School of Social Sciences
Dokuz Eylul University The Journal of Graduate School of Social Sciences
İzmir Journal of Economics
İzmir Journal of Economics
International Journal of Management Economics and Business
International Journal of Management Economics and Business
Journal of Finance Letters
Journal of Finance Letters
The World of Accounting Science
The World of Accounting Science

Publications

Investigating the Effect of Class Balancing Methods on the Performance of Machine Learning Techniques: Credit Risk Application
Authors: Migraç Enes Furkan Milli , İpek Deveci Kocakoç , Serkan Aras
Published: 2024 , İzmir Journal of Management
DOI: 10.56203/iyd.1436742
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 662

1

0

662

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.