Randomization-based Privacy-preserving Frameworks for Collaborative Filtering. - Zeynep Batmaz; Huseyin Polat 001 (KES, 2016)

Designing shilling attacks on disguised binary data. - Zeynep Batmaz; Huseyin Polat 001 (Int. J. Data Min. Model. Manag., 2017)

A review on deep learning for recommender systems: challenges and remedies. - Zeynep Batmaz; Ali Yürekli; Alper Bilge; Cihan Kaleli (Artif. Intell. Rev., 2019)

Derin öğrenme yaklaşımları ile çoklu-kriterli öneri sistemlerinin problemlerini çözmek (Deep learning-based approaches to handle challenges of multi-criteria recommender systems) - Zeynep Batmaz (2019)

Shilling attack detection in binary data: a classification approach. - Zeynep Batmaz; Burcu Yurekli Yilmazel; Cihan Kaleli (J. Ambient Intell. Humaniz. Comput., 2020)

A new similarity-based multicriteria recommendation algorithm based onautoencoders. - Zeynep Batmaz; Cihan Kaleli (Turkish J. Electr. Eng. Comput. Sci., 2022)

A novel missing value imputation for multi-criteria recommender systems. - Gökhan Göksel; Ahmet Aydin 001; Zeynep Batmaz; Cihan Kaleli (Inf. Sci., 2025)