Yazar "Şahinbaş, Kevser" için Bildiri Koleksiyonu listeleme
-
Customer segmentation in the retail sector: A data analytics approach
Şahinbaş, Kevser; Çatak, Ferhat Özgür (Institute of Electrical and Electronics Engineers Inc., 2022)Data analytics techniques are widely used in customer segmentation, which groups objects according to the similarity difference on each object and provides a high level of homogeneity in the same cluster or a high level ... -
Employee promotion prediction by using machine learning algorithms for imbalanced dataset
Şahinbaş, Kevser (Institute of Electrical and Electronics Engineers Inc., 2022)Promotion processes are one of the most important processes in terms of human resources. A promotion process organized fairly within the organization is a managerial tool that motivates employees and contributes to business ... -
Non-cryptographic privacy preserving machine learning methods: a review
Şahinbaş, Kevser; Çatak, Ferhat Özgür; Kuzlu, Murat; Tabassum, Maliha; Sarp, Salih (Springer Science and Business Media Deutschland GmbH, 2024)In recent years, the use of Machine Learning (ML) techniques to exploit data and produce predictive models has become widespread in decision-making and problem-solving across various fields, including healthcare, energy, ... -
Secure future healthcare applications through federated learning approaches
Tabassum, Maliha; Kuzlu, Murat; Çatak, Ferhat Özgür; Sarp, Salih; Şahinbaş, Kevser (Springer Science and Business Media Deutschland GmbH, 2024)The healthcare field is so sensitive to data privacy and security due to including medical and personal information. Almost all healthcare applications are required to increase data security and privacy, which use traditional ...