Publications & Works

Publication Network
Articles 25
All (25)
SCI-E, SSCI, AHCI (14)
SCI-E, SSCI, AHCI, ESCI (15)
ESCI (1)
Scopus (18)
TRDizin (3)
Other Publications (4)

1. Machine Learning Predictions of the Flexural Response of Low-Strength Reinforced Concrete Beams with Various Longitudinal Reinforcement Configurations

Öğe B. C., Karabulut M., Öztürk H., TUĞRUL B.
Buildings , vol.16, no.2, 2026 (SCI-Expanded, Scopus) identifier identifier

2. A systematic review of deep learning techniques for apple leaf diseases classification and detection

Doutoum A. S., TUĞRUL B.
PeerJ Computer Science , vol.11, 2025 (SCI-Expanded, Scopus) identifier identifier identifier

3. Stream Data Analysis and Processing Frameworks for Detecting Outliers in Human Activities: A Review

Sabha M., TUĞRUL B.
WSEAS Transactions on Information Science and Applications , vol.22, pp.104-117, 2025 (Scopus) identifier

4. A new approach to Mergesort algorithm: Divide smart and conquer

Emrah Amrahov S., AR Y., TUĞRUL B., Akay B. E., Kartli N.
Future Generation Computer Systems , vol.157, pp.330-343, 2024 (SCI-Expanded, Scopus) identifier

5. Analysis of Turkish cuisine flavors network

Ozhan B., TUĞRUL B.
International Journal of Food Science and Technology , vol.59, no.2, pp.908-915, 2024 (SCI-Expanded, Scopus) identifier

6. A Review of Leaf Diseases Detection and Classification by Deep Learning

Doutoum A. S., Tuğrul B.
IEEE ACCESS , vol.11, no.11, pp.119219-119230, 2023 (SCI-Expanded, Scopus) Creative Commons License

7. Deep Learning-Based Classification of Image Data Sets Containing 111 Different Seeds

Tuğrul B., Eryiğit R., Ar Y.
Advanced Theory and Simulations , vol.6, no.11, 2023 (SCI-Expanded, Scopus) identifier

8. Classification of Guava Leaf Disease using Deep Learning

DOUTOUM A. S., ERYİĞİT R., TUĞRUL B.
World Scientific and Engineering Academy and Society (WSEAS) , vol.20, no.38, pp.356-363, 2023 (Peer-Reviewed Journal) Creative Commons License

9. Classification of Trifolium Seeds by Computer Vision Methods

Eryiğit R., Ar Y., Tuğrul B.
WSEAS Transactions on Systems , vol.22, pp.313-320, 2023 (Scopus) identifier

10. Network traffic analysis with machine learning methods

Tugrul B., AHMED A. S. A.
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi , vol.11, no.4, pp.862-870, 2022 (TRDizin) identifier

11. Emotion Recognition System from Speech using Convolutional Neural Networks

AYDIN M., TUĞRUL B., AR Y.
Journal of Computer Science , 2022 (Peer-Reviewed Journal)

12. Convolutional Neural Networks in Detection of Plant Leaf Diseases: A Review

Tugrul B., Elfatimi E., Eryigit R.
AGRICULTURE-BASEL , vol.12, no.8, 2022 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

13. Classification of five different rice seeds grown in Turkey with deep learning methods

Tugrul B.
Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , vol.64, no.1, pp.40-50, 2022 (TRDizin) Creative Commons License identifier

14. Privacy-preserving k-NN interpolation over two encrypted databases

OSMANOĞLU M., DEMİR S., TUĞRUL B.
PEERJ COMPUTER SCIENCE , vol.8, 2022 (SCI-Expanded, Scopus) identifier identifier identifier

15. Performance of Various Deep-Learning Networks in the Seed Classification Problem

ERYİĞİT R., TUĞRUL B.
SYMMETRY-BASEL , vol.13, no.10, 2021 (SCI-Expanded, Scopus) Creative Commons License Sustainable Development identifier identifier

16. An Effective Yield Estimation System Based on Blockchain Technology

OSMANOĞLU M., TUĞRUL B., Dogantuna T., BOSTANCI G. E.
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT , vol.67, no.4, pp.1157-1168, 2020 (SCI-Expanded, SSCI, Scopus) identifier identifier

17. PRIVACY-PRESERVING K-NEAREST NEIGHBOUR INTERPOLATIONMETHOD IN AN OUTSOURCED ENVIRONMENT

Kalideen M. R., OSMANOĞLU M., TUĞRUL B.
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering , vol.61, no.1, pp.1-11, 2019 (TRDizin)

18. Outsourcing of Secure k-Nearest Neighbours Interpolation Method

Kalideen M. R., TUĞRUL B.
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS , vol.9, no.4, pp.319-323, 2018 (ESCI, Scopus) Creative Commons License identifier identifier

19. Privacy-preserving trend surface analysis on partitioned data

DEMİR S., TUĞRUL B.
KNOWLEDGE-BASED SYSTEMS , vol.144, pp.16-20, 2018 (SCI-Expanded, Scopus) identifier identifier

20. PRIVACY-PRESERVING TREND SURFACE ANALYSIS

DEMİR S., TUĞRUL B.
International Journal of Research and Reviews in Applied Sciences , vol.32, no.2, pp.28-33, 2017 (Peer-Reviewed Journal)

21. Secure Outsourcing of Trend Surface Analysis

DEMİR S., TUĞRUL B.
International Journal of Research and Reviews in Applied Sciences , vol.32, no.1, pp.16-22, 2017 (Peer-Reviewed Journal)

22. Privacy-preserving kriging interpolation on partitioned data

TUĞRUL B., POLAT H.
KNOWLEDGE-BASED SYSTEMS , vol.62, pp.38-46, 2014 (SCI-Expanded, Scopus) identifier identifier

23. Privacy-Preserving Inverse Distance Weighted Interpolation

TUĞRUL B., POLAT H.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , vol.39, no.4, pp.2773-2781, 2014 (SCI-Expanded, Scopus) identifier identifier

24. Estimating Kriging-based predictions with privacy

TUĞRUL B., Polat H.
International Journal of Innovative Computing, Information and Control , vol.9, no.8, pp.3197-3209, 2013 (SCI-Expanded, Scopus) identifier

25. A complete CAD model for type-I quantum cascade lasers with the use of artificial bee colony algorithm

Yigit S., TUĞRUL B., Celebi F. V.
Journal of Artificial Intelligence , vol.5, no.2, pp.76-84, 2012 (Scopus) identifier
Papers Presented at Peer-Reviewed Scientific Conferences 21

1. Design of a Blockchain-Based Organ Donation and Transplantation Management Framework

Osmanoğlu M., Karakuş M., Tuğrul B., Demir S.
9th International Congress on Information and Communication Technology (ICICT 2024), London, England, 19 - 22 February 2024, pp.155-164, (Full Text) identifier

2. A Comparative Study on Two Apple Leaves Datasets Captured Under Diverse Conditions

Doutoum A. S., ERYİĞİT R., TUĞRUL B.
9th International Congress on Information and Communication Technology, ICICT 2024, London, England, 19 - 22 February 2024, vol.1002 LNNS, pp.237-247, (Full Text) identifier

3. Analysing Eastern Anatolian Region Food Recipes with Graph Database

Akpınar S. I., Sepetci Y. E., TUĞRUL B.
8th International Scientific Conference “Telecommunications, Informatics, Energy and Management”, Bandırma, Turkey, 1 - 03 December 2023, pp.352-359, (Full Text)

4. Comparative Analysis of Differential Privacy over Multiple Data Sets

Oztas R. C., TUĞRUL B.
8th International Scientific Conference “Telecommunications, Informatics, Energy and Management”, Bandırma, Turkey, 01 December 2023, (Full Text)

5. An Analysis of Antalya’s Wind Energy Potential Utilizing Machine Learning Algorithms

DEMIRSOY G., OZSOY N., AYTAR D. B., KAYA B. B., TUĞRUL B.
7th International Artificial Intelligence and Data Processing Symposium, Malatya, Turkey, 07 September 2023, pp.1-10, (Full Text)

6. Gayrimenkulde Büyük Veri: Tapu ve Kadastro Bilgi Sistemi Örneği

SUNGUROĞLU E., TUĞRUL B., TANRIVERMİŞ Y.
III. Uluslararası Gayrimenkul Geliştirme ve Yönetimi Konferansı, Turkey, 01 February 2023, (Full Text)

7. Türkiye Eğitim Verisinin OECD Ülkeleri ile Karşılaştırılması

AYDIN İ., TUĞRUL B.
6th International Symposium on Innovative Approaches in Smart Technologies, Ankara, Turkey, 08 December 2022, (Full Text)

8. Otomotiv Trendleri Veri Seti Görselleştirme Çalışması

Girgin İ., ERYİĞİT R., TUĞRUL B.
6th International Symposium on Innovative Approaches in Smart Technologies, Ankara, Turkey, 08 December 2022, (Full Text)

9. Interactive Machine Learning for Wheat Head Counting

TUĞRUL B., ERYİĞİT R.
International Conference on Design, Research and Development 2021, Konya, Turkey, 15 December 2021, (Summary Text)

10. Breast Cancer Prediction Using Different Classification Algorithms with Various Feature Selection Strategies

TUĞRUL B., Sabha M.
5th International Conference on Informatics and Computational Sciences (ICICoS), Semarang, Indonesia, 24 November 2021, (Full Text) identifier

11. Automobile Price Prediction in Turkey Marketplace with Linear Regression

Satioglu M. C., AR Y., TUĞRUL B.
International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Bolu, Turkey, 21 October 2021, (Full Text) identifier

12. Comparison of VGG and MobileNet Models for Grass Seed Dataset

ERYİĞİT R., TUĞRUL B.
5th International Conference on Informatics and Computational Sciences (ICICoS), Aachen, Germany, 24 - 25 October 2021, (Full Text) identifier identifier

13. Geofencing on the Real-Time GPS Tracking System and Improving GPS Accuracy with Moving Average, Kalman Filter and Logistic Regression Analysis

ÖZDEMİR Z., TUĞRUL B.
3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019, Ankara, Turkey, 11 - 13 October 2019, (Full Text) identifier

14. Designing Yield Estimation MechanismUsing Blockchain Technology

Doğantuna T., Ceran A. A., Tuğrul B., Demir S., Osmanoğlu M., Bostancı G. E.
3. International Conference on Theoretical and Applied Computer Science and Engineering, Ankara, Turkey, 23 - 24 November 2018, pp.82-85, (Full Text) Creative Commons License

15. A Community Detection Algorithm on Graph Data

EMRAH Ş., TUĞRUL B.
International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, (Full Text) identifier

16. A Shoulder-Surfing Resistant Graphical Authentication Method

Bilgi B., TUĞRUL B.
International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, (Full Text) Sustainable Development identifier

17. Bulanık Mantık Kullanılarak Sincan Bölgesi için En Uygun Katı Atık Depolama Sahası Konumunun Belirlenmesi

Özdemir B., TUĞRUL B.
International Advanced Researches and Engineering Congress, Osmaniye, Turkey, 16 - 18 November 2017, pp.1278-1284, (Full Text)

18. An analysis of imperative programming languages from data and function abstraction perspective

GÜNDÜÇ S., ERYİĞİT R., TUGRUL B.
International Conference on theoretical and applied Computer Science and Engineering, Ankara, Turkey, 10 - 12 November 2017, (Summary Text)

19. An Analysis of imperative programming languages from data and function abstraction perrspective

GÜNDÜÇ S., TUĞRUL B., ERYİĞİT R.
International conference on theoretical and applied computer science, 10 - 11 November 2017, (Summary Text)

20. Robustness of Complex Networks

DEMİR S., TUĞRUL B.
ICADET International Conference on Advanced Engineering Technologies, Bayburt, Turkey, 21 - 23 September 2017, pp.850-856, (Full Text)

21. Privacy-Preserving Kriging Interpolation on Distributed Data

TUĞRUL B., POLAT H.
14th International Conference on Computational Science and Its Applications (ICCSA), Guimaraes, Portugal, 30 June - 03 July 2014, vol.8584, pp.695-708, (Full Text) identifier identifier
Books 6

1. Convolutional Neural Networks in Detection of Plant Leaf Diseases: A Review

TUĞRUL B., Elfatimi E., ERYİĞİT R.
in: Advances in Agricultural Engineering Technologies and Application, Sultan Muhammad, Shamshiri Redmond R., Ahamed Md Shamim, Farooq Muhammad, Editor, Academic Open Access Publishing, pp.245-265, 2023

2. Simetrik Şifreleme ve Mesaj Gizliliği

TUĞRUL B.
in: AĞ YÖNETİMİ VE BİLGİ GÜVENLİĞİ, Alper Bilge, Editor, ANADOLU ÜNİVERSİTESİ, pp.40-59, 2016

3. Anahtar Dağıtımı ve Kullanıcı Kimlik Doğrulama

TUĞRUL B.
in: AĞ YÖNETİMİ VE BİLGİ GÜVENLİĞİ, Alper Bilge, Editor, ANADOLU ÜNİVERSİTESİ, pp.80-97, 2016

4. İletim Katmanı ve Kablosuz Ağ Güvenliği

TUĞRUL B.
in: AĞ YÖNETİMİ VE BİLGİ GÜVENLİĞİ, Alper Bilge, Editor, ANADOLU ÜNİVERSİTESİ, pp.98-117, 2016

5. Açık Anahtar Şifreleme ve Mesaj Doğrulama

TUĞRUL B.
in: AĞ YÖNETİMİ VE BİLGİ GÜVENLİĞİ, Alper Bilge, Editor, ANADOLU ÜNİVERSİTESİ, pp.60-79, 2016

6. HESAP TABLOSU

SEVİNDİK M., BAĞCI E., NUMANOĞLU M., KARATAŞ E., TUĞRUL B., DEMİR S.
in: TEMEL BİLGİSAYAR EĞİTİMİ, , Editor, Bıçaklar Kitabevi, Ankara, pp.216-295, 2006
Metrics

Publication

52

Publication (WoS)

19

Publication (Scopus)

25

Citation (WoS)

142

H-Index (WoS)

7

Citation (Scopus)

193

H-Index (Scopus)

8

Citation (Scholar)

8

H-Index (Scholar)

1

Citation (TrDizin)

1

H-Index (TrDizin)

1

Citation (Sum Other)

2

Project

2

Thesis Advisory

11

Open Access

15
UN Sustainable Development Goals