Research output per year
Research output per year
Personal profile
Fingerprint
Dive into the research topics where Şule Öğüdücü is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Adaptive Intrusion Detection for Evolving RPL IoT Attacks Using Incremental Learning
Bas, S., Kaya, K., Ak, E. & Oguducu, S. G., 2026, 2026 IEEE 23rd Consumer Communications and Networking Conference, CCNC 2026. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE Consumer Communications and Networking Conference, CCNC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs
Baş, S., Kaya, K., Tugay, R. & Öğüdücü, Ş. G., 2026, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2024, Revised Selected Papers. Cerrato, M., Kalinauskaite, D., Lukoševicius, M., Šutiene, K. & Pechenizkiy, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 347-358 12 p. (Communications in Computer and Information Science; vol. 2560 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Deep Quake Dynamics: A Multimodal Fault-Aware Approach to Earthquake Magnitude and Occurrence Time Forecasting
Kaya, K., Sahin, M., Mangir, F., Beydemir, A. B., Yaltirak, C. & Oguducu, S. G., Apr 2026, In: Geoscience Data Journal. 13, 2, e70066.Research output: Contribution to journal › Article › peer-review
Open Access -
Graph Generation via Temporal-Aware Biased Walks
Tugay, R., Olug, E., Ak, E., Kaya, K. & Oguducu, S. G., 2026, In: Transactions on Machine Learning Research. 2026-MayResearch output: Contribution to journal › Article › peer-review
-
Initial Demand Prediction for New Fashion Products in the Fast Fashion Industry: Addressing Lost Sales
Yılmaz, Y., Ercan, A. B. & Öğüdücü, Ş. G., 2026, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2025, Revised Selected Papers. Koprinska, I., Mendes-Moreira, J. & Branco, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 538-553 16 p. (Communications in Computer and Information Science; vol. 2839 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Black Hole Prediction in Backbone Networks: A Comprehensive and Type-Independent Forecasting Model
Kaya, K., Ak, E., Ozaltun, E., Maglaras, L., Duong, T. Q., Canberk, B. & Oguducu, S. G., 2025, In: IEEE Transactions on Network and Service Management. 22, 5, p. 4983-4997 15 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
WBHT: A Generative Attention Architecture for Detecting Black Hole Anomalies in Backbone Networks
Kaya, K., Ak, E. & Oguducu, S. G., 2025, 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2025. Institute of Electrical and Electronics Engineers Inc., (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Tersanelerde Gemi Üretim Süreçlerinin Yapay Zeka Yöntemleriyle Planlanması ve Yürütülmesi
Öğüdücü, Ş. (PI)
15/02/26 → 15/02/27
Project: Research › 1773TTO
-
Yapay Zeka Destekli Otonom Malzeme Mikroyapı Analiz Platformu
Öğüdücü, Ş. (PI)
19/11/25 → 19/11/26
Project: Research › SRP
-
Yapay Zeka Destekli Otonom Malzeme Mikroyapı Analiz Platformu
Öğüdücü, Ş. (PI)
1/10/25 → 1/10/26
Project: Research › ISTKA
-
İkinci El ve Sıfır Alışveriş’te Çapraz Kategori Önerileri ile Kullanıcı Deneyimini İyileştirme
Öğüdücü, Ş. (PI)
15/09/25 → 15/09/26
Project: Research › 1773TTO
-
IoT Ağlarında Anomali Tespiti ve Enerji Verimli Atak Önleme Politikası Geliştirilmesi
Öğüdücü, Ş. (PI)
19/09/25 → 24/02/26
Project: Research › SRP
-
Tahminleme Modellerinin Yapay Zeka Yöntemleri ile Geliştirilmesi
Öğüdücü, Ş. (PI)
2/08/24 → 2/08/25
Project: Research › SRP
-
Ağ Saldırı Tespit Sistemlerinin Tahmin Performanslarını Arttırmaya Yönelik Yaklaşımlar Geliştirilmesi
Öğüdücü, Ş. (PI)
13/06/24 → 13/06/25
Project: Research › SRP