Dr. Öğr. Üyesi CEVHER ÖZDEN

Yayın Ağı

Makaleler 30

1. Data-driven decision support in environmental management: hybrid GNN-PINN modeling of subsurface soil temperature

Özden C.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.314, ss.1-14, 2026 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

2. Predicting wheat producer price index using graph neural networks and ensemble learning

Özden C.

CIENCIA RURAL , cilt.56, sa.4, ss.1-16, 2026 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

3. Vision Transformer and CNN-Based Models for Image Analysis of Plant Diseases: An Approach for Agricultural Decision Support Systems

ÖZDEN C.

ISPEC JOURNAL OF AGRICULTURAL SCIENCES , cilt.10, ss.108-121, 2026 (TRDizin)

4. Modelling financial contagion in complex equity networks: A decision support framework based on graph neural networks

ÖZDEN C.

Business and Management Studies: An International Journal , cilt.14, sa.1, ss.32-47, 2026 (TRDizin)

5. Harmonizing Agricultural Insurance Risk Zones with Machine Learning: A Cross-Branch Framework for Türkiye

ÖZDEN C.

Black Sea Journal of Agriculture , cilt.9, sa.2, ss.244-255, 2026 (TRDizin)

6. GREEN SENTIMENT ANALYSIS IN E-COMMERCE REVIEWS: A COMPARATIVE MACHINE LEARNING APPROACH ON TURKISH CONSUMER FEEDBACK

ÖZDEN C.

Black Sea Journal of Engineering and Science , cilt.9, sa.2, ss.826-834, 2026 (TRDizin)

7. Improving minority-class detection in employee attrition with ensemble learning and SHAP-Based explanations

ÖZDEN C.

OPUS Toplum Araştırmaları Dergisi , cilt.23, sa.2026, ss.1-16, 2026 (TRDizin)

8. The asymmetric impact of investor sentiment on stock returns: A sectoral deep learning analysis on BIST 30 index

ÖZDEN C.

ENGINEERING SCIENCES , cilt.16, ss.1-8, 2026 (TRDizin)

9. Seasonality‐Aware, Positional, and Topological‐Guided GNN (SPT‐GNN) for Movie Recommendation

Özden C., Özcan A.

COMPUTATIONAL INTELLIGENCE AN INTERNATIONAL JOURNAL , cilt.41, sa.5, ss.1-11, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

10. Decision support system based on ensemble models in distinguishing epilepsy types

Boz P. B., Özden C.

EPILEPSY AND BEHAVIOR , cilt.170, ss.1-8, 2025 (SCI-Expanded, Scopus)

11. Analysis of Türkiye’s Export Performance in the European HazelnutMarket: An Application of the Constant Market Share Method

Bulut O. D., Ağır H. B., Karaman S., Özden C.

APPLIED FRUIT SCIENCE , cilt.67, ss.1-8, 2025 (SCI-Expanded)

12. Determining the Effective Meteorological Parameters on Potato Yield in Niğde Province and Yield Prediction with Machine Learning and Deep Learning Models

UZAN E., ÖZDEN C.

Black Sea Journal of Agriculture , cilt.7, sa.6, ss.641-645, 2024 (TRDizin) Sürdürülebilir Kalkınma

13. Wheat Yield Prediction for Turkey Using Statistical Machine Learning and Deep Learning Methods

Özden C., Karadoğan N.

PAKISTAN JOURNAL OF AGRICULTURAL SCIENCES , cilt.61, sa.1, ss.1-7, 2024 (SCI-Expanded)

14. Spectral temporal graph neural network for multivariate agricultural price forecasting

Özden C., Bulut M.

CIENCIA RURAL , cilt.54, sa.1, 2024 (SCI-Expanded, Scopus)

15. İstatistiksel ve Derin Öğrenme Yöntemlerini Kullanarak Tarımsal Girdi Fiyat Endeksi'nin Tahmin Edilmesi

ÖZDEN C.

TURKISH JOURNAL OF AGRICULTURE: FOOD SCIENCE AND TECHNOLOGY , cilt.11, sa.9, ss.1751-1755, 2023 (TRDizin)

16. Corn Disease Detection Using Transfer Learning

ÖZDEN C.

Black Sea Journal of Engineering and Science , cilt.6, sa.4, ss.387-393, 2023 (TRDizin)

17. Estimating Corn Yield Using Statistical, Machine Learning and Deep Learning Methods

özden C.

Gaziosmanpaşa Üniversitesi Ziraat Fakültesi Dergisi , cilt.40, sa.2, ss.74-80, 2023 (TRDizin)

18. Comparative Analysis of CNN, LSTM And Random Forest for Multivariate Agricultural Price Forecasting

ÖZDEN C.

Black Sea Journal of Agriculture , cilt.6, sa.4, ss.422-426, 2023 (TRDizin)

19. Determination of Non-Digestible Parts in Dairy Cattle Feces Using U-NET and F-CRN Architectures

Özden C., Bulut M., Boğa D. Ç., Boga M.

VETERINARY SCIENCES , cilt.10, sa.32, ss.1-14, 2023 (SCI-Expanded, Scopus)

20. Effects of Climate Change on Animal Husbandry

BULUT M., ÖZDEN C.

Black Sea Journal of Agriculture , cilt.6, sa.1, ss.87-94, 2023 (TRDizin)

21. Covid-19 and Food Security: Impact on Wheat

ÖZDEN C., BULUT M., ŞEN B.

TURKISH JOURNAL OF AGRICULTURE: FOOD SCIENCE AND TECHNOLOGY , cilt.10, sa.4, ss.549-554, 2022 (TRDizin)

22. A COMPARISON OF CONVOLUTIONAL NETWORKS CAPSULE NETWORK AND TRANSFER LEARNING FOR HEAVY A INFALL NOWCASTING

Ozden C.

FRESENIUS ENVIRONMENTAL BULLETIN , cilt.31, sa.1A, ss.1103-1110, 2022 (SCI-Expanded, Scopus)

23. Apple leaf disease detection and classification based on transfer learning

Özden C.

TURKISH JOURNAL OF AGRICULTURE AND FORESTRY , cilt.45, sa.6, ss.775-783, 2021 (SCI-Expanded, Scopus, TRDizin)

24. How Did Canada’s Increasing Lentil Production Affect Turkey? Is There A Possible Win-Win Situation for Both Countries?

ÖZDEN C.

TURKISH JOURNAL OF AGRICULTURE: FOOD SCIENCE AND TECHNOLOGY , cilt.6, sa.12, ss.1708-1712, 2018 (TRDizin)

25. Predicting the Severity of Motor Vehicle Accident Injuries in Adana-Turkey Using Machine Learning Methods and Detailed Meteorological Data

ACI Ç., ÖZDEN C.

International Journal of Intelligent Systems and Applications in Engineering , cilt.6, sa.1, ss.72-79, 2018 (TRDizin)

26. Analysis of injury traffic accidents with machine learning methods: Adana case

Ozden C., ACI Ç.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.24, sa.2, ss.266-275, 2018 (ESCI, TRDizin) Sürdürülebilir Kalkınma

27. Causes, Effects and Solutions of Banking Crises: The Case of Turkey

YETİZ F., ÖZDEN C.

Journal of Cukurova University Faculty of Economics and Administrative Sciences , cilt.21, sa.2, ss.11-27, 2017 (Hakemli Dergi)

28. Analysis Of Causal Relationship Among Gdp, Agricultural, Industrial And Services Sector Growth in Turkey

YETİZ F., ÖZDEN C.

Ömer Halisdemir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi , cilt.10, sa.3, ss.75-84, 2017 (Hakemli Dergi)

29. Time Series Analysis of Causal Relationship among Sectoral Labor Productivity in Turkey

ÖZDEN C., YETİZ F.

TURKISH JOURNAL OF AGRICULTURE: FOOD SCIENCE AND TECHNOLOGY , cilt.5, sa.6, ss.586-592, 2017 (TRDizin)

30. TÜRKİYE VE AVRUPA BİRLİĞİNDE SÜT HAYVANCILIĞININ MEVCUT DURUMU İLE AVRUPA BİRLİĞİ ÜYELİK SÜRECİNİN POLONYA HAYVANCILIĞINA OLAN ETKİLERİNİN İNCELENMESİ

ÖZDEN C., GÜRGEN Y.

Çukurova Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.17, sa.8, ss.68-78, 2008 (Hakemsiz Dergi)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 12

1. A governance-by-design framework for secure ai-enabled digital agriculture platforms

ÖZDEN C.

8th International Anatolian Agriculture, Food, Environment and Biology Congress, Sinop, Türkiye, 11 - 12 Haziran 2026, ss.503-509, (Tam Metin Bildiri)

2. A knowledge graph-based agricultural information architecture for sustainable decision support

ÖZDEN C.

8th International Anatolian Agriculture, Food, Environment and Biology Congress, Sinop, Türkiye, 11 - 12 Haziran 2026, ss.510-515, (Tam Metin Bildiri)

3. ÜRETKEN YAPAY ZEKA SİSTEMLERİNİN KURUMSAL ENTEGRASYONUNDA YASAL VE ETİK RİSKLERİN YÖNETİMİ: BİR ÇERÇEVE ÖNERİSİ

ÖZDEN C.

2nd International Kosovo Academic Research Congress, Baku, Azerbaycan, 26 - 28 Şubat 2026, ss.623-630, (Tam Metin Bildiri)

4. HİBRİT ÇALIŞMA DÖNEMİNDE BİLGİ GÜVENLİĞİ YÖNETİMİ: GELENEKSEL VPN'DEN SIFIR GÜVEN MİMARİSİNE GEÇİŞ

ÖZDEN C.

2nd International Kosovo Academic Research Congress, Baku, Azerbaycan, 26 - 28 Şubat 2026, ss.631-639, (Tam Metin Bildiri)

5. Vision-Based Artificial Intelligence in Agriculture: Transformer-Based Plant Health and Disease Detection

ÖZDEN C.

I. International Digital Agriculture Congress - INDAC 2025, Niğde, Türkiye, 18 - 20 Eylül 2025, ss.231-236, (Tam Metin Bildiri)

6. İklim Değişikliğinin Tarım Sigortaları Üzerine Etkisi: Yapay Zekanın Rolü

ÖZDEN C.

4th International Congress of the Turkish Journal of Agriculture-Food Science and Technology, Niğde, Türkiye, 28 - 30 Nisan 2025, ss.138-141, (Tam Metin Bildiri)

7. Quantum Computing: Applications In Agriculture And Comparison With Traditional Statistical Methods

ÖZDEN C.

3. INTERNATIONAL ULUDAĞ SCIENTIFIC RESEARCH CONGRESS, Bursa, Türkiye, 27 - 28 Temmuz 2024, (Tam Metin Bildiri)

8. Seasonality Aware Topological Graph Neural Network for Recommender Systems

ÖZDEN C., ÖZCAN A.

2024 32nd Signal Processing and Communications Applications Conference (SIU), Mersin, Türkiye, 15 - 18 Mayıs 2024, (Tam Metin Bildiri)

9. The application areas of graph neural networks on agricultural data

ÖZDEN C.

16. Uluslararası Çinden Adriyatike Bilimsel Araştırmalar Kongresi, Bitlis, Türkiye, 12 - 14 Temmuz 2024, (Tam Metin Bildiri)

10. DIGITAL TRANSFORMATION IN AGRICULTURE SECTOR OF TÜRKİYE

ÖZDEN C.

ISPEC - 11 th INTERNATIONAL CONFERENCE ON AGRICULTURE, ANIMAL SCIENCE and RURAL DEVELOPMENT, Muş, Türkiye, 3 - 05 Mart 2023, ss.878-886, (Tam Metin Bildiri)