Research output per year
Research output per year
Personal profile
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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.
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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
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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
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A GNN Model with Adaptive Weights for Session-Based Recommendation Systems
Ozbay, B., Tugay, R. & Oguducu, S. G., 24 May 2024, Proceedings of the 2024 9th International Conference on Machine Learning Technologies, ICMLT 2024. Association for Computing Machinery, p. 258-264 7 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
A YANG-Aided Unified Strategy for Black Hole Detection for Backbone Networks
Ak, E., Kaya, K., Ozaltun, E., Oguducu, S. G. & Canberk, B., 2024, ICC 2024 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2312-2317 6 p. (IEEE International Conference on Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
IBB Traffic Graph Data: Benchmarking and Road Traffic Prediction Model
Olug, E., Kaya, K., Tugay, R. & Oguducu, S. G., 2024, 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2024. Institute of Electrical and Electronics Engineers Inc., (IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Semi-Supervised Learning for Sensor-Based Flash Point Prediction in Oil Industry
Sülük, M. & Öǧüdücü, Ş. G., 2024, UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering. Adali, E. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 431-435 5 p. (UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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X-CBA: Explainability Aided CatBoosted Anomal-E for Intrusion Detection System
Kaya, K., Ak, E., Bas, S., Canberk, B. & Oguducu, S. G., 2024, ICC 2024 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2288-2293 6 p. (IEEE International Conference on Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
A hierarchical recommendation system for E-commerce using online user reviews
Islek, I. & Oguducu, S. G., 1 Mar 2022, In: Electronic Commerce Research and Applications. 52, 101131.Research output: Contribution to journal › Article › peer-review
57 Citations (Scopus)
Projects
- 19 Finished
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Tahminleme Modellerinin Yapay Zeka Yöntemleri ile Geliştirilmesi
Öğüdücü, Ş. (PI)
2/08/24 → 2/08/25
Project: Research › SRP
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Ağ Saldırı Tespit Sistemlerinin Tahmin Performanslarını Arttırmaya Yönelik Yaklaşımlar Geliştirilmesi
Öğüdücü, Ş. (PI)
13/06/24 → 13/06/25
Project: Research › SRP
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Açıklanabilir Yapay Zeka Yöntemleri ile Deprem Tahmini ve Algılanması
Öğüdücü, Ş. (PI)
30/05/24 → 30/07/25
Project: Research › SRP
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Moda Sektörü için Talep Tahmini Geliştirilmesi
Öğüdücü, Ş. (PI)
15/03/24 → 14/01/25
Project: Research › 1773TTO
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Moda Sektöründe Ürün Satışı için Yapay Zeka İle Talep Tahmini Karar Destek Sistemi
Öğüdücü, Ş. (PI)
21/03/23 → 30/04/24
Project: Research › TTO
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Petrol Ürünleri için Makine Öğrenmesi Yöntemleri ile Parlama Noktası Tahmini
Öğüdücü, Ş. (PI)
6/12/22 → 30/06/23
Project: Research › TTO
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Omurga Altyapı Ağlarında Açıklanabilir Yapay Zeka Yöntemleri ile Black Hole Arızalarının Tahmini ve Algılanması
Öğüdücü, Ş. (PI)
13/06/22 → 13/06/24
Project: Research › SRP