Dr. Öğr. Üyesi DUYGU SİNANÇ TERZİ

Makaleler 13

1. Depth-based segment any leaf: A zero-shot pipeline for plant disease detection

Engineering Applications of Artificial Intelligence , cilt.180, 2026 (SCI-Expanded, Scopus)

2. Localization evaluation of CAM based explainability techniques for plant disease detection

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.31, sa.7, ss.1287-1298, 2025 (ESCI, TRDizin)

3. Effect of different weight initialization strategies on transfer learning for plant disease detection

Sinanç Terzi D.

Plant Pathology , cilt.73, sa.9, ss.2325-2343, 2024 (SCI-Expanded, Scopus)

4. In-Domain Transfer Learning Strategy for Tumor Detection on Brain MRI

Sinanç Terzi D., Azginoglu N.

Diagnostics , cilt.13, sa.12, 2023 (SCI-Expanded, Scopus)

5. A comprehensive survey of deep learning research on medical image analysis with focus on transfer learning

Atasever S., Azgınoglu N., Sinanç Terzi D., Terzı R.

Clinical Imaging , cilt.94, ss.18-41, 2023 (SCI-Expanded, Scopus)

6. Gramian Angular Field Transformation-Based Intrusion Detection

Sinanç Terzi D.

Computer Science , cilt.23, sa.4, ss.571-585, 2022 (Scopus)

7. False positive repression: Data centric pipeline for object detection in brain MRI

Terzi R., Azginoglu N., Sinanç Terzi D.

Concurrency and Computation: Practice and Experience , cilt.34, sa.20, 2022 (SCI-Expanded, Scopus)

8. Klinik Araştırmalarda Geliştirilen Yapay Zekâ Modelleri için Yol Haritası

Aşan A., SİNANÇ TERZİ D.

EMO Bilimsel Dergi , cilt.11, sa.22, ss.7-14, 2021 (TRDizin)

9. Telecom Fraud Detection with Big Data Analytics

SİNANÇ TERZİ D., SAĞIROĞLU Ş., KILINÇ H.

International Journal of Data Science , cilt.6, sa.3, ss.191-204, 2021 (Hakemli Dergi)

10. Explainable Credit Card Fraud Detection with Image Conversion

Sinanç Terzi D., Demirezen U., Sagiroglu S.

ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL , cilt.10, sa.1, ss.63-76, 2021 (ESCI, Scopus)

11. A New Big Data Model Using Distributed Cluster-Based Resampling for Class-Imbalance Problem

Sinanç Terzi D., Sagiroglu S.

APPLIED COMPUTER SYSTEMS , cilt.24, sa.2, ss.104-110, 2019 (Hakemli Dergi)

12. Evaluations of Big Data Processing

SİNANÇ D., DEMİREZEN M. U., SAĞIROĞLU Ş.

Services Transactions on Big Data , cilt.3, sa.1, ss.44-54, 2016 (Hakemli Dergi)

13. Ulusal Veritabanı Ve Atıf İndeksi Kurulumu İçin Stratejiler Problemler Ve Çözüm Önerileri

SAĞIROĞLU Ş., DENER M., SİLVER G., GÜLLÜ A., TATAROĞLU A., ORMAN A., et al.

Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji , cilt.3, sa.2, ss.501-512, 2015 (TRDizin)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 9

1. Leveraging SigLIP2 for Pest Image Classification via Zero-Shot Feature Extraction

SİNANÇ TERZİ D.

2025 15th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics (MACS), 20 - 21 Aralık 2025, (Tam Metin Bildiri)

2. Smart grid security evaluation with a big data use case

Sinanç Terzi D., Arslan B., Sagiroglu S.

Proceedings - 2018 IEEE 12th International Conference on Compatibility, Power Electronics and Power Engineering, CPE-POWERENG 2018, Ad-Dawhah, Qatar, 10 Nisan 2018, ss.1-6, (Tam Metin Bildiri)

3. Big Data Analytics for Network Anomaly Detection from Netflow Data

Sinanç Terzi D., Terzi R., Sagiroglu S.

International Conference on Computer Science and Engineering, Antalya, Türkiye, 05 Ekim 2017, ss.592-597, (Tam Metin Bildiri)

4. A survey on security and privacy issues in big data

Sinanç Terzi D., Terzi R., Sagiroglu S.

2015 10th International Conference for Internet Technology and Secured Transactions, ICITST 2015, London, İngiltere, 14 Aralık 2015, ss.202-207, (Tam Metin Bildiri)

5. An Intelligent Feedback Control Mechanism for Brushless DC Motors

Sinanç Terzi D., Sahin M., Esen Z., Yavanoglu U., Sagiroglu S.

IEEE International Power Electronics and Motion Control Conference, Antalya, Türkiye, 21 Eylül 2014, ss.939-944, (Tam Metin Bildiri)

6. An Intelligent Technique for Detecting Malicious Users on Mobile Stores

Terzi R., Yavanoglu U., Sinanç Terzi D., Oguz D., Cakir S.

IEEE International Conference on Machine Learning and Applications (ICMLA), Michigan, Amerika Birleşik Devletleri, 03 Aralık 2014, ss.470-477, (Tam Metin Bildiri)

7. A new approach to detecting content anomalies in Wikipedia

Sinanç Terzi D., Yavanoglu U.

Proceedings - 2013 12th International Conference on Machine Learning and Applications, ICMLA 2013, Florida, Amerika Birleşik Devletleri, 04 Aralık 2013, cilt.2, ss.288-293, (Tam Metin Bildiri)

8. A review on cloud security

Sinanç Terzi D., Sagiroglu S.

SIN 2013 - Proceedings of the 6th International Conference on Security of Information and Networks, Aksaray, Türkiye, 26 Ekim 2013, ss.321-325, (Tam Metin Bildiri)

9. Big data: A review

Sagiroglu S., Sinanç Terzi D.

Proceedings of the 2013 International Conference on Collaboration Technologies and Systems, CTS 2013, California, Amerika Birleşik Devletleri, 20 Mayıs 2013, ss.42-47, (Tam Metin Bildiri)

Kitaplar 3

Metrikler

Dr. Öğr. Üyesi DUYGU SİNANÇ TERZİ

Yayınlar & Eserler

1. Depth-based segment any leaf: A zero-shot pipeline for plant disease detection

2. Localization evaluation of CAM based explainability techniques for plant disease detection

3. Effect of different weight initialization strategies on transfer learning for plant disease detection

4. In-Domain Transfer Learning Strategy for Tumor Detection on Brain MRI

5. A comprehensive survey of deep learning research on medical image analysis with focus on transfer learning

6. Gramian Angular Field Transformation-Based Intrusion Detection

7. False positive repression: Data centric pipeline for object detection in brain MRI

8. Klinik Araştırmalarda Geliştirilen Yapay Zekâ Modelleri için Yol Haritası

9. Telecom Fraud Detection with Big Data Analytics

10. Explainable Credit Card Fraud Detection with Image Conversion

11. A New Big Data Model Using Distributed Cluster-Based Resampling for Class-Imbalance Problem

12. Evaluations of Big Data Processing

13. Ulusal Veritabanı Ve Atıf İndeksi Kurulumu İçin Stratejiler Problemler Ve Çözüm Önerileri

1. Leveraging SigLIP2 for Pest Image Classification via Zero-Shot Feature Extraction

2. Smart grid security evaluation with a big data use case

3. Big Data Analytics for Network Anomaly Detection from Netflow Data

4. A survey on security and privacy issues in big data

5. An Intelligent Feedback Control Mechanism for Brushless DC Motors

6. An Intelligent Technique for Detecting Malicious Users on Mobile Stores

7. A new approach to detecting content anomalies in Wikipedia

8. A review on cloud security

9. Big data: A review

1. Büyük Veri

2. Siber Güvenlik İçin Büyük Veri Yaklaşımları

3. Mobil İletişim Sektöründe Büyük Veri ve Uygulama Örnekleri

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

H-İndeks (WoS)

Atıf (Scopus)

H-İndeks (Scopus)