Prediction model for financial distress using proposed data mining

العناوين الأخرى

نموذج التنبؤ بالضائقة المالية باستخدام طريقة تنقيب البيانات المقترحة

المؤلفون المشاركون

Hadi, Raghad Muhammad
Hamzah, Najla Abd
al-khalisi, Shadha Habib Jafar

المصدر

al-Qadisiyah Journal for Computer Science and Mathematics

العدد

المجلد 11، العدد 2 (30 يونيو/حزيران 2019)، ص ص. 37-44، 8ص.

الناشر

جامعة القادسية كلية علوم الحاسوب و تكنولوجيا المعلومات

تاريخ النشر

2019-12-31

دولة النشر

العراق

عدد الصفحات

8

الموضوع الرئيسي

تكنولوجيا المعلومات وعلم الحاسوب

الملخص EN

The problem of financial distress researches are the lack of awareness of banks about the risks of financial failure and its impact on the continuity of its activity in the future, as the traditional methods used to predict financial failure through financial analysis based on financial ratios in a single result gives misleading results cannot be relied upon to judge the continuity of the activity of banks, With an increase in the number of failed banks and their inability to continue. Which requires the discovery of modern techniques that serve as an early warning of the possibility of failure and lack of continuity. The research aims to apply data mining technology to predict the financial failure of banks, and how it can provide information that helps to judge the extent to which banks continue to operate. This effort suggested founded back propagation artificial neural network to build predict system. The proposed module evaluated with banks from Free Iraq Stock Exchange dataset the investigational outcomes displays capable method to identify failure banks with great discovery rate and small wrong terror rate.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Hadi, Raghad Muhammad& al-khalisi, Shadha Habib Jafar& Hamzah, Najla Abd. 2019. Prediction model for financial distress using proposed data mining. al-Qadisiyah Journal for Computer Science and Mathematics،Vol. 11, no. 2, pp.37-44.
https://search.emarefa.net/detail/BIM-883429

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Hadi, Raghad Muhammad…[et al.]. Prediction model for financial distress using proposed data mining. al-Qadisiyah Journal for Computer Science and Mathematics Vol. 11, no. 2 (2019), pp.37-44.
https://search.emarefa.net/detail/BIM-883429

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Hadi, Raghad Muhammad& al-khalisi, Shadha Habib Jafar& Hamzah, Najla Abd. Prediction model for financial distress using proposed data mining. al-Qadisiyah Journal for Computer Science and Mathematics. 2019. Vol. 11, no. 2, pp.37-44.
https://search.emarefa.net/detail/BIM-883429

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references : p. 43

رقم السجل

BIM-883429