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Nazmiye Ceren Abay
Nazmiye Ceren Abay
Dirección de correo verificada de microsoft.com
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Privacy preserving synthetic data release using deep learning
NC Abay, Y Zhou, M Kantarcioglu, B Thuraisingham, L Sweeney
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019
2042019
Chainnet: Learning on blockchain graphs with topological features
NC Abay, CG Akcora, YR Gel, M Kantarcioglu, UD Islambekov, Y Tian, ...
2019 IEEE international conference on data mining (ICDM), 946-951, 2019
592019
Using Deep Learning to Generate Relational HoneyData
NC Abay, CG Akcora, Y Zhou, M Kantarcioglu, B Thuraisingham
Autonomous Cyber Deception, 2018
202018
A path-finding based method for concept discovery in graphs
NC Abay, A Mutlu, P Karagoz
2015 6th International Conference on Information, Intelligence, Systems and …, 2015
92015
A graph-based concept discovery method for n-ary relations
NC Abay, A Mutlu, P Karagoz
Big Data Analytics and Knowledge Discovery: 17th International Conference …, 2015
72015
Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Data
A Shirgaonkar, N Pandey, NC Abay, T Aktas, V Aski
arXiv preprint arXiv:2410.18588, 2024
12024
Improving the Efficiency of Graph-Based Concept Discovery Systems
NC Abay
PQDT-Global, 2014
12014
Dynamically controlled processing of time series datasets based on the detection of stationary time series grains
NC Abay, NS Rovinskiy, DD Parkar, VK Aski, N Tenenholtz
US Patent 12,117,915, 2024
2024
System, method, and computer program product for detecting merchant data shifts
NC Abay, G Ramachandran, D White, R Gangadharan, P Deep, ...
US Patent 12,079,816, 2024
2024
Partitioning Time Series Data Using Category Cardinality
NC Abay, NS Rovinskiy, ET Wright, J Liu, NA Tenenholtz, VK Aski, ...
US Patent 20,230,342,379, 2023
2023
Machine learning and statistical based anomaly detection algorithm to react to correlation shifts
NC Abay, A Dey, N Misra, D Kala
US Patent App. 17/533,985, 2023
2023
System and method for fraud detection using machine learning technology
N Misra, NC Abay, AS Dey, R Gangadharan, D Kala
US Patent App. 17/495,114, 2023
2023
Using Machine Learning Techniques for Prediction and Data Generation with Applications to Data Privacy
NC Abay
The University of Texas at Dallas, 2019
2019
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