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New approach for predictive churn analysis in Telecom 

Günay, Melike (2019)
In this article, we propose a new approach for the churn analysis. Our target sector is Telecom industry, because most of the companies in the sector want to know which of the customers want to cancel the contract in the ...
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Diagnosis of lung cancer using artificial immune system 

Günay, Melike; Orman, Zeynep; Ensari, Tolga; Oukid, Salina; Benblidia, Nadjia (International Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science (EBBT), 2019)
In this study, we implement the Artificial Immune System method to increase the number of data in the lung cancer dataset and obtain higher prediction rate for the diagnosis of lung cancer. Artificial Immune System is ...
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Development of a software vulnerability prediction web service based on artificial neural networks 

Çatal, Çağatay; Akbulut, Akhan ; Ekenoğlu, Ecem; Alemdaroğlu, Meltem (2017)
Detecting vulnerable components of a web application is an important activity to allocate verification resources effectively. Most of the studies proposed several vulnerability prediction models based on private and public ...
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Performance tuning for machine learning-based software development effort prediction models 

Ertuğrul, Egemen; Baytar, Zakir; Çatal, Çağatay; Muratlı, Can (2019)
Software development effort estimation is a critical activity of the project management process. In this study, machine learning algorithms were investigated in conjunction with feature transformation, feature selection, ...

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AuthorAkbulut, Akhan (1)Alemdaroğlu, Meltem (1)Baytar, Zakir (1)Benblidia, Nadjia (1)Ekenoğlu, Ecem (1)Ensari, Tolga (1)Ertuğrul, Egemen (1)Günay, Melike (1)Günay, Melike (1)Muratlı, Can (1)... View MoreSubject
Artificial Neural Networks (4)
Machine Learning (2)Yapay Sinir Ağları (2)Artificial Immune System (1)Churn Analysis (1)Destek Vektörü (1)Feature Binning (1)Grid Search (1)K-nearest Neighbor (1)Kayıp Analizi (1)... View MoreDate Issued2019 (3)2017 (1)Has File(s)No (3)Yes (1)

İstanbul Kültür University

Hakkında |Politika | Kütüphane | İletişim | Send Feedback | Admin

Istanbul Kültür University, Ataköy Campus E5 Karayolu Üzeri Bakırköy 34158, İstanbul / TURKEY
Copyright © İstanbul Kültür University

Creative Commons Lisansı
IKU Institutional Repository, Creative Commons Alıntı-GayriTicari-Türetilemez 4.0 Uluslararası Lisansı ile lisanslanmıştır.

Designed by  UNIREPOS