Yazar "Şahinbaş, Kevser" için Makale Koleksiyonu listeleme
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Data augmentation based malware detection using convolutional neural networks
Çatak, Ferhat Özgür; Ahmed, Javed; Şahinbaş, Kevser; Khand, Zahid Hussain (PeerJ Inc., 2021)Due to advancements in malware competencies, cyber-attacks have been broadly observed in the digital world. Cyber-attacks can hit an organization hard by causing several damages such as data breach, financial loss, and ... -
A generative model based adversarial security of deep learning and linear classifier models
Sivaslıoğlu, Samed; Çatak, Ferhat Özgür; Şahinbaş, Kevser (Slovene Society Informatika, 2021)In recent years, machine learning algorithms have been applied widely in various fields such as health, transportation, and the autonomous car. With the rapid developments of deep learning techniques, it is critical to ... -
Performance comparison of K-means and DBSCAN methods for airline customer segmentation
Şahinbaş, Kevser (Uğur Şen, 2022)Organizations are now fully embracing ideas such as customer success, customer loyalty, customer experience management and customer satisfaction. The application of these concepts must be based on three pillars of technology, ... -
Predicting order cancellations for e-commerce domain: A proposed model based on retailing experience
Şahinbaş, Kevser (Mustafa Süleyman ÖZCAN, 2022)E-Commerce technologies enable contact between businesses and their suppliers for the aim of exchanging information such as purchase orders, invoices, and payments thank to the rapid development in information technologies. ...