https://ijci.uoitc.edu.iq/index.php/ijci/issue/feedIraqi Journal for Computers and Informatics2024-02-23T00:01:39+03:00Dr. Haitham Sabaheditor_ijci@uoitc.edu.iqOpen Journal Systems<p>Iraqi Journal for Computers and Informatics(IJCI) is an open-access, double-blind peer-reviewed, international academic journal published biannually (since 2017). It is an institutional journal issued by the University of Information Technology and Communications (UoITC) in Baghdad- Iraq; UoITC is one of the governmental universities established by the Ministry of Higher Education in Iraq. IJCI aims to contribute to the constant scientific research and to provide a sober scientific journal that enriches scholars around the world, and it deals with all aspects of computer science.</p>https://ijci.uoitc.edu.iq/index.php/ijci/article/view/454Credit Fraud Recognition Based on Performance Evaluation of Deep Learning Algorithm2023-12-29T21:50:42+03:00rawaa ismaelralrikabi@uowasit.edu.iq<p>Over time, the growth of credit cards and the financial data need credit models to support banks in making financial decisions. So, to avoid fraud in internet transactions which increased with the growth of technology it is crucial to develop an efficient fraud detection system. Deep Learning techniques are superior to other Machine Learning techniques in predicting the customer behavior of credit cards depending on the missed payments probability of customers. The BiLSTM model proposed to train on Taiwanese non-transactional dataset for bank credit cards to decrease the losses of banks. The Bidirectional LSTM reached 98% accuracy in fraud credit detection compared with other Machine Learning techniques.</p>2024-02-22T00:00:00+03:00Copyright (c) 2024 Iraqi Journal for Computers and Informatics