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Zeynep Batmaz

Observed names: Batmaz Zeynep, Batmaz, Zeynep, ZEYNEP BATMAZ
ORCID: 0000-0002-7509-9100
Observed ORCID: 0000-0002-7509-9100
OpenAlex ID: A5084931656
A review on deep learning for recommender systems: challenges and remedies
2018 · Zeynep Batmaz, Ali Yurekli, et al. · Artificial Intelligence Review · 542
AE-MCCF: An Autoencoder-Based Multi-criteria Recommendation Algorithm
2019 · Zeynep Batmaz, Cihan Kaleli · Arabian Journal for Science and Engineering · 37
Shilling attack detection in binary data: a classification approach
2019 · Zeynep Batmaz, Burcu Yilmazel, et al. · Journal of Ambient Intelligence and Humanized Computing · 35
Methods of privacy preserving in collaborative filtering
2017 · Zeynep Batmaz, Cihan Kaleli · International Conference on Computer Science and Engineering (UBMK) · 12
A novel missing value imputation for multi-criteria recommender systems
2025 · Gökhan Göksel, Ahmet Aydın, et al. · Information Sciences · 9
Randomization-based Privacy-preserving Frameworks for Collaborative Filtering
2016 · Zeynep Batmaz, Huseyin Polat · Procedia Computer Science · 9
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A new similarity-based multicriteria recommendation algorithm based onautoencoders
2022 · ZEYNEP BATMAZ, CİHAN KALELİ · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 8
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Vehicle Classification Using Deep Learning-Assisted Triboelectric Sensor
2023 · Seval Kinden, Zeynep Batmaz · Arabian Journal for Science and Engineering · 4
An Integrated Framework for Automated Measurement and Prediction of Program Outcome Attainment in Engineering Education
2025 · Selcan Kaplan Berkaya, Zeynep Batmaz, et al. · Computer Applications in Engineering Education · 3
A hybrid multi-criteria recommendation algorithm based on autoencoders
2024 · Zeynep Batmaz, Cihan Kaleli · Pamukkale University Journal of Engineering Sciences · 3
Privacy-preserving autoencoder-based collaborative filtering
2026 · Alper Yargıç, Elif Tuğçe Açıl, et al. · Cluster Computing · 2
Designing shilling attacks on disguised binary data
2017 · Zeynep Batmaz, Huseyin Polat · International Journal of Data Mining Modelling and Management · 2
Shilling attack design and detection on masked binary data
2015 · Zeynep Batmaz · 2
Robustness of advanced recommender systems against power user attacks
2025 · Burak Mağden, Zeynep Batmaz, et al. · The Journal of Supercomputing · 1
Maskelenmiş Veriler için Kümeleme-Tabanlı Şilin Atak Tespit Yöntemi
2016 · Alper Bilge, Zeynep Batmaz, et al. · Fırat Üniversitesi Mühendislik Bilimleri Dergisi · 1
Improving Overall Recommendation Quality with Convolutional Autoencoder
2026 · Zeynep Batmaz · Düzce Üniversitesi Bilim ve Teknoloji Dergisi
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Local differentially private multi-criteria recommender system
2026 · Nurgül Nisa Demir Gül, Zeynep Batmaz, et al. · Expert Systems with Applications
A Comparative Analysis of Open-Source Recommender System Libraries
2026 · Aslı Altıparmak, Zeynep Batmaz · International Symposium on AI-Driven Engineering Systems (ISADES)
Hardware Acceleration of User-Based Collaborative Filtering on an FPGA-Based SoC
2026 · Burak Batmaz, Zeynep Batmaz · International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA)
Size Effect of Pre-trained Models on Missing Value Imputation for Multi-criteria Recommender Systems
2026 · Zeynep Batmaz, Ahmet Aydın, et al. · Lecture notes in networks and systems
How Few-Shot Learning is Effective on Predicting Missing Values Using User Reviews in a Multi-criteria Dataset
2025 · Ahmet Aydın, Gökhan Göksel, et al. · International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)
協調フィルタリングにおけるプライバシー保存の方法【Powered by NICT】
2017 · Batmaz Zeynep, Kaleli Cihan · IEEE Conference Proceedings
Works count: 23
Citation count: 670
H-index: 7
I10-index: 4
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