Generating synthetic data for user behavior based intrusion detection systems
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2024
UGHUR IBRAHIMOV
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Investigating Tabular Generative Models for Synthetic Data Generation in PDAC Bulk Gene Expression Data
7th International Conference on Statistics: Theory and Applications, Paris/FRANSA, 17 Ağustos 2025, ISSN: 2562-7767
TURGUT ÖGME SULTAN SEVGİ,KURT ZEYNEB,AYDIN NİZAMETTİN
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Synthetic Data Generation and Federated Learning as Innovative Solutions for Data Privacy in Finance
International Conference on Finance, Economics, Management and IT, 5 Nisan 2025
ÖZCAN ELİF,HALEPMOLLASI RUŞEN,YASLAN YUSUF
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Experimental Analysis of Synthetic Data Generation Techniques for Privacy-Preserving AI in Medical Imaging
IV. International Artificial Intelligence in Health Congress, 15 Kasım 2024
YOLCU SÜLEYMAN,ÖZCAN ELİF,DERVİŞOĞLU HAVVANUR,HALEPMOLLASI RUŞEN,HAKLIDIR MEHMET
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Generative Adversarial Networks for Synthetic Jamming Attacks on UAVs
2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya/TÜRKİYE, 26 Ekim 2024, s. 760-765, ISSN: 2521-1641
SÖNMEZ SARIKAYA BURCU,BAHTİYAR ŞERİF
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Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Vilnius/LİTVANYA, 9 Eylül 2024
BAŞ SÜMEYYE,KAYA ÜNAL KIYMET,TUGAY RESUL,ÖĞÜDÜCÜ ŞULE
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Generating synthetic data with variational autoencoder to address class imbalance of graph attention network prediction model for construction management
Advanced Engineering Informatics, Vol. 62, Ekim 2024, ISSN: 1474-0346
MOSTOFİ FATEMEH,TOKDEMİR ONUR BEHZAT,TOĞAN VEDAT
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Orogenic Gold in Transpression and Transtension Zones: Field and Remote Sensing Studies of the Barramiya–Mueilha Sector, Egypt
Remote Sensing, Vol. 11, No. 18, Eylül 2019, s. 2122-2122, ISSN: 2072-4292
ZOHEİR BASEM, ABD EL-WAHED MOHAMED, POUR AMİN BEİRANVAND, KHALIL AMR ABDELNASSER ALI
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Contingency based adaptive synthetic data generation to improve transient stability prediction in power systems
International Transactions on Electrical Energy Systems, Vol. 31, Ekim 2021, ISSN: 2050-7038
JAFARZADEH SEVDA, YASLAN YUSUF, GENÇ VEYSEL MURAT İSTEMİHAN
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Biophysical parameter estimation of crops from polarimetric synthetic aperture radar imagery with data-driven polynomial chaos expansion and global sensitivity analysis
COMPUTERS AND ELECTRONICS IN AGRICULTURE, Vol. 194, Mart 2022, ISSN: 0168-1699
ÇELİK MEHMET FURKAN, ERTEN ESRA
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Contingency-based adaptive synthetic data generation to improve transient stability prediction in power systems
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, Vol. 31, No. 11, Kasım 2021, ISSN: 2050-7038
JAFARZADEH SEVDA, YASLAN YUSUF, GENÇ VEYSEL MURAT İSTEMİHAN
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Fine-tuning Monocular Depth-Estimator Artificial Neural Networks Trained on Synthetic RGB-D Data Sets for Real Scenes
2020 7th International Conference on Control, Decision and Information Technologies (CoDIT), Prague/ÇEK CUMHURİYETİ, 29 Haziran 2020
ROGHANİ ERFAN, KOYUNCU EMRE
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Investigating Subsidence in the Bursa Plain, Turkey, Using Ascending and Descending Sentinel-1 Satellite Data
REMOTE SENSING, Vol. 11, No. 1, 2019, ISSN: 2072-4292
ASLAN GÖKHAN,ÇAKIR ZİYADİN,LASSERRE CECİLE,RENARD FRANCOİS
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Shallow Creep Along the 1999 Izmit Earthquake Rupture (Turkey) From GPS and High Temporal Resolution Interferometric Synthetic Aperture Radar Data (2011–2017)
Journal of Geophysical Research: Solid Earth, Vol. 124, No. 2, Şubat 2019, s. 2218-2236, ISSN: 2169-9313
ASLAN GÖKHAN,LASSERRE CECİLE,ÇAKIR ZİYADİN,ERGİNTAV SEMİH,ÖZARPACI SEDA,DOĞAN UĞUR,BİLHAM ROGER,RENARD FRANÇOİS
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Yapay Örnek Üretimi Ne Zaman İşe Yarar?
29. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, İstanbul/TÜRKİYE, 9 Haziran 2021, ISSN: 2165-0608
TOPAL AHMET, AMASYALI MEHMET FATİH
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Markov chain-incorporated and synthetic data-supported conditional artificial neural network models for forecasting monthly precipitation in arid regions
JOURNAL OF HYDROLOGY, Vol. 562, Temmuz 2018, s. 758-779, ISSN: 0022-1694
AKSOY HAFZÜLLAH,DAHAMSHEH AHMAD
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Shallow creep along the 1999 Izmit Earthquake Rupture (Turkey) from GPS and high temporal resolution Interferometric Synthetic Aperture Radar Data (2011–2017)
ATAG23, 15 Ekim 2019
ASLAN GÖKHAN,LASSERRE CECİLE,ÇAKIR ZİYADİN,ERGİNTAV SEMİH,ÖZARPACI SEDA,DOĞAN UĞUR,BİLHAM ROGER,RENARD FRANÇOİS
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Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs
ECML PKDD 2024, 21st MLG Workhop, 9 Eylül 2024
BAŞ SÜMEYYE,KAYA ÜNAL KIYMET,TUGAY RESUL,ÖĞÜDÜCÜ ŞULE
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