Publications & Works

Publication Network
Articles 31
All (31)
SCI-E, SSCI, AHCI (16)
SCI-E, SSCI, AHCI, ESCI (16)
Scopus (18)
TRDizin (8)
Other Publications (6)

1. A Comprehensive Deep-Learning Framework Integrating Lesion Segmentation and Stage Classification for Enhanced Diabetic Retinopathy Diagnosis

İncir R., BOZKURT F.
International Journal of Imaging Systems and Technology , vol.36, no.1, 2026 (SCI-Expanded, Scopus) identifier identifier

2. Colorectal disease diagnosis with deep triple-stream fusion and attention refinement

Alawi A. B., Karcıoğlu A. A., Bozkurt F.
Computerized Medical Imaging and Graphics , vol.126, 2025 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

3. EEMTL-GRU: Encoder-Enhanced Multi-Task Learning Gated Recurrent Unit for Vibrational Data-Driven Anomaly Detection

Ba Alawi A., Usanmaz B., Bozkurt F., Rassam M. A.
JOURNAL OF VIBRATION ENGINEERING & TECHNOLOGIES , vol.13, no.7, 2025 (SCI-Expanded, Scopus) identifier identifier

4. Makine Öğrenimi ve Derin Öğrenme Metotları Kullanılarak Hurma Meyvesi Türü Tespiti

AYDIN T., BOZKURT F., KARADEMİR R. M.
Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.15, no.2, pp.382-395, 2025 (TRDizin)

5. Performance Analysis of Embedding Methods for Deep Learning-Based Turkish Sentiment Analysis Models

Alawi A. B., BOZKURT F.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , vol.50, no.10, pp.7299-7321, 2025 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

6. Better with fewer features: climate dynamics estimation for Van Lake basin using feature selection

ÇOBAN Ö., Esit M., Yalçın S., BOZKURT F.
Environmental Science and Pollution Research , vol.32, no.10, pp.5849-5873, 2025 (SCI-Expanded, Scopus) identifier identifier

7. Development of a Clinical Decision Support System Using Artificial Intelligence Methods for Liver Transplant Centers

Yağanoğlu M., Ozturk G., Bozkurt F., Bilen Z., Demir Z. Y., Kul S., et al.
APPLIED SCIENCES-BASEL , vol.15, no.3, 2025 (SCI-Expanded, Scopus) Sustainable Development identifier

8. Understanding User Experiences in Home Health Software: An Online Reviews Analytics

ALRAHHAL M., BOZKURT F.
Journal of Soft Computing and Decision Support Systems , vol.11, no.5, pp.1-14, 2024 (Peer-Reviewed Journal)

9. Improving brain tumor classification with combined convolutional neural networks and transfer learning

İncir R., BOZKURT F.
Knowledge-Based Systems , vol.299, 2024 (SCI-Expanded, Scopus) identifier identifier

10. A study on effective feature extraction and genetic algorithm based feature selection method in fake news detection classification using machine learning approaches

İNCİR R., YAĞANOĞLU M., BOZKURT F.
Gümüşhane Üniversitesi Fen Bilimleri Dergisi , vol.14, no.3, pp.764-776, 2024 (TRDizin)

11. A hybrid machine learning model for sentiment analysis and satisfaction assessment with Turkish universities using Twitter data

Alawi A. B., BOZKURT F.
Decision Analytics Journal , vol.11, 2024 (Scopus) identifier

12. A study on effective data preprocessing and augmentation method in diabetic retinopathy classification using pre-trained deep learning approaches

İncir R., BOZKURT F.
Multimedia Tools and Applications , vol.83, no.4, pp.12185-12208, 2024 (SCI-Expanded, Scopus) identifier identifier

13. Early-stage heart failure disease prediction with deep learning approach

Demir E., BOZKURT F., AYIK Y. Z.
Journal of scientific reports-A (Online) , no.55, pp.34-49, 2023 (TRDizin) identifier

14. Analyzing Big Social Data for Evaluating Environment-Friendly Tourism in Turkey

ALRAHHAL M., BOZKURT F.
Zeki sistemler teori ve uygulamaları dergisi (Online) , vol.6, no.2, 2023 (TRDizin) identifier

15. Domain Effect Investigation for Bert Models Fine-Tuned on Different Text Categorization Tasks

ÇOBAN Ö., YAĞANOĞLU M., BOZKURT F.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , vol.49, no.3, pp.3685-3702, 2023 (SCI-Expanded) Sustainable Development identifier identifier

16. Design and validation of IoT based smart classroom

YAĞANOĞLU M., BOZKURT F., GÜNAY F. B., KUL S., Şimşek E., ÖZTÜRK G., et al.
MULTIMEDIA TOOLS AND APPLICATIONS , vol.83, no.22, pp.62019-62043, 2023 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

17. Skin lesion classification on dermatoscopic images using effective data augmentation and pre-trained deep learning approach

Bozkurt F.
MULTIMEDIA TOOLS AND APPLICATIONS , vol.82, no.12, pp.18985-19003, 2023 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

18. White Blood Cell Classification Using Convolutional Neural Network

Nahzat S., Bozkurt F., Yağanoğlu M.
Journal of Scientific Technology and Engineering Research , vol.3, no.1, pp.32-41, 2022 (Peer-Reviewed Journal)

19. Analysis of the Effectiveness of Various Machine Learning, Artificial Neural Network and Deep Learning Methods in Detecting Fraudulent Credit Card Transactions

Çelik E., Dal D., Bozkurt F.
Erzincan Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.15, no.1, pp.144-167, 2022 (Scopus, TRDizin) Sustainable Development identifier

20. A Comparative Study on Classifying Human Activities Using Classical Machine and Deep Learning Methods

BOZKURT F.
Arabian Journal for Science and Engineering , vol.47, no.2, pp.1507-1521, 2022 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

21. A deep and handcrafted features-based framework for diagnosis of COVID-19 from chest x-ray images

BOZKURT F.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.34, no.5, 2022 (SCI-Expanded, Scopus) Sustainable Development identifier identifier identifier

22. A Study on CNN Based Transfer Learning for Recognition of Flower Species

BOZKURT F.
European Journal of Science and Technology , no.32, pp.883-890, 2021 (TRDizin)

23. Classification of Blood Cells from Blood Cell Images Using Dense Convolutional Network

BOZKURT F.
Journal of Scientific Technology and Engineering Research , vol.2, no.2, pp.81-88, 2021 (Peer-Reviewed Journal) Sustainable Development

24. Derin Evrişimli Sinir Ağları Kullanarak Akciğer X-Ray Görüntülerinden COVID-19 Tespiti

BOZKURT F., YAĞANOĞLU M.
Veri Bilimi , vol.4, no.2, pp.1-8, 2021 (Peer-Reviewed Journal) Sustainable Development

25. Derin Öğrenme Tekniklerini Kullanarak Akciğer X-Ray Görüntülerinden COVID-19 Tespiti

BOZKURT F.
European Journal of Science and Technology , no.24, pp.149-156, 2021 (TRDizin) Sustainable Development

26. A comparison of various supervised machine learning techniques for prostate cancer prediction

ERDEM E., BOZKURT F.
European Journal of Science and Technology , no.21, pp.610-620, 2021 (TRDizin) Sustainable Development

27. Online Ödeme için Servis Odaklı Mimari Yaklaşımı Uygulaması: Atatürk Üniversitesi Bilgi Sistemi Örneği

BAYRAM E., BOZKURT F.
Uluslararası Doğu Anadolu Fen Mühendislik ve Tasarım Dergisi , vol.2, no.2, pp.155-168, 2020 (Peer-Reviewed Journal)

28. A texture-based 3D region growing approach for segmentation of ICA through the skull base in CTA

BOZKURT F., KÖSE C., SARI A.
MULTIMEDIA TOOLS AND APPLICATIONS , vol.79, pp.33253-33278, 2020 (SCI-Expanded, Scopus) identifier identifier

29. High Performance Twitter Sentiment Analysis Using CUDA Based Distance Kernel on GPUs

BOZKURT F., Coban Ö., GÜNAY F. B., YÜCEL ALTAY Ş.
TEHNICKI VJESNIK-TECHNICAL GAZETTE , vol.26, no.5, pp.1218-1227, 2019 (SCI-Expanded, Scopus) identifier identifier

30. An inverse approach for automatic segmentation of carotid and vertebral arteries in CTA

BOZKURT F., KÖSE C., SARI A.
EXPERT SYSTEMS WITH APPLICATIONS , vol.93, pp.358-375, 2018 (SCI-Expanded, Scopus) identifier identifier

31. Effective Gaussian Blurring Process on Graphics Processing Unit with CUDA

BOZKURT F., YAĞANOĞLU M., GÜNAY F. B.
International Journal Of Machine Learning And Computing , vol.5, pp.57-61, 2015 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences 34

1. EFFECTIVENESS OF AN ATTENTION-ENHANCED AND MULTI-SCALE CONVOLUTION STRENGTHENED CONVNEXT-TINY ARCHITECTURE IN MEDICAL IMAGE CLASSIFICATION

İNCİR R., BOZKURT F.
4. INTERNATIONAL COLOSSEUM SCIENTIFIC RESEARCHES AND INNOVATION CONGRESS, Italy, 20 - 21 December 2025, (Full Text)

2. COMPREHENSIVE COMPARISON OF PRE-TRAINED DEEP LEARNING MODELS FOR CONTAMINATION DETECTION IN PHOTOVOLTAIC PANELS

İNCİR R., BOZKURT F.
4. INTERNATIONAL COLOSSEUM SCIENTIFIC RESEARCHES AND INNOVATION CONGRESS, Italy, 20 - 21 December 2025, (Full Text)

3. Comparative Evaluation of YOLO-based Architectures for Dangerous Object Detection in Surveillance Imagery

BA ALAWI A., BOZKURT F., YAĞANOĞLU M.
6th INTERNATIONAL CONGRESS ON ENGINEERING AND LIFE SCIENCE, Cyprus (Kktc), 02 September 2025, (Full Text)

4. A Hybrid Parallel Architecture with BERT and BiLSTM for Enhanced Analysis of Turkish Educational Sentiment

BA ALAWI A., BOZKURT F., YAĞANOĞLU M.
6th INTERNATIONAL CONGRESS ON ENGINEERING AND LIFE SCIENCE, Cyprus (Kktc), 02 September 2025, (Full Text)

5. BERT-AraPeotry: BERT-based Arabic Poems Classification Model

Alawi A. E. B., BOZKURT F., YAĞANOĞLU M.
2024 4th International Conference on Emerging Smart Technologies and Applications (eSmarTA), Yemen, 06 August 2024, (Full Text)

6. Comparison of YOLO Algorithms for Vehicle Accident Detection and Classification

Nusari A. N., Alawi A. E. B., BOZKURT F., ÖZBEK İ. Y.
2024 4th International Conference on Emerging Smart Technologies and Applications (eSmarTA), Yemen, 06 August 2024, (Full Text)

7. FusionAraSA: Fusion-based Model for Accurate Arabic Sentiment Analysis

Alawi A. E. B., Nusari A. N., BOZKURT F., ÖZBEK İ. Y.
2024 4th International Conference on Emerging Smart Technologies and Applications (eSmarTA), Yemen, 06 August 2024, (Full Text)

8. An Efficient Detection Model for Brain Stroke Based on Transfer Learning

Mohammed F. H. M., Alawi A. E. B., BOZKURT F., GEYİKOĞLU M. D.
2024 4th International Conference on Emerging Smart Technologies and Applications (eSmarTA), Yemen, 06 August 2024, (Full Text)

9. A Study on the Segmentation and Classification of Diabetic Retinopathy Images Using the K-Means Clustering Method

İNCİR R., BOZKURT F.
32. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Mersin, Turkey, 15 - 18 May 2024, (Full Text)

10. Evaluating Public Sentiments about Turkish Universities through Twitter Using Deep Learning Techniques

Alawi A. E. B., BOZKURT F.
32. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Mersin, Turkey, 15 May 2024, (Full Text)

11. X-Ray Göğüs Görüntülerinden Derin Öğrenme Kullanılarak Pnömoni Tespiti ve Sınıflandırılması

TAYAN E., BOZKURT F., ÖZTÜRK E.
15 th International Medicine and Health Sciences Researches Congress (Utsak-2024), Ankara, Turkey, 23 - 24 March 2024, pp.298-306, (Full Text)

12. Xgboost-Based Multi-Steps Cybersecurity Attacks Detection Model

Alawi A. E. B., BOZKURT F., GÜNAY F. B.
2023 3rd International Conference on Emerging Smart Technologies and Applications (eSmarTA), Taiz, Yemen, 10 October 2023, (Full Text) identifier

13. CNN-Based Colon Cancer Recognition Model

Alawi A. E. B., BOZKURT F.
2023 3rd International Conference on Emerging Smart Technologies and Applications (eSmarTA), Taiz, Yemen, 10 - 11 October 2023, (Full Text) identifier

14. Textual-based Turkish Offensive Language Detection Model

Ba Alawi A. E., Bozkurt F., Tümüklü Özyer G.
16. ULUSAL YAZILIM MÜHENDİSLİĞİ SEMPOZYUMU (UYMS 2022), Erzurum, Turkey, 27 February - 01 March 2023, pp.77-88, (Full Text)

15. Machine Learning and CNN-based Techniques for Predicting Customer Churn in Banking Sector

Alawi A. E. B., Bozkurt F.
16. ULUSAL YAZILIM MÜHENDİSLİĞİ SEMPOZYUMU (UYMS 2022), Erzurum, Turkey, 27 February - 01 March 2023, pp.33-45, (Full Text)

16. Olay İlişkili P300 Potansiyellerinde Etkin Kanalların Belirlenmesi

Korkmaz S. G., KORKMAZ O. E., BOZKURT F.
3 rd INTERNATIONAL CONFERENCE ON ENGINEERING AND APPLIED NATURAL SCIENCES, Konya, Turkey, 14 January 2023, vol.1, pp.761-766, (Full Text)

17. Improving Disaster Resilience Using Web And Mobile Based Disaster Management Systems

Bozkurt F.
THE INTERNATIONAL SYMPOSIUM OF DISASTER &; EMERGENCY–INFORMATION & INTERVENTION (SODEII 2022), Erzurum, Turkey, 25 January 2022, pp.123-124, (Summary Text)

18. Turkish-English Machine Translation Using Natural Language Processing And Deep Learning

Yağanoğlu M., Bozkurt F.
THE INTERNATIONAL SYMPOSIUM OF DISASTER & EMERGENCY–INFORMATION & INTERVENTION (SODEII 2022), Erzurum, Turkey, 25 January 2022, pp.125, (Summary Text)

19. A Study on CNN Based Transfer Learning for Recognition of Flower Species

BOZKURT F.
International Conference on Design, Research and Development, Kayseri, Turkey, 15 December 2021, (Summary Text)

20. Local Binary Pattern Based COVID-19 Detection Method Using Chest X-Ray Images

Bozkurt F., Bayram E.
2021 29th Signal Processing and Communications Applications Conference (SIU), İstanbul, Turkey, 9 - 11 June 2021, (Full Text) Sustainable Development identifier identifier

21. Comparison of Different Machine and Deep Learning Techniques to Predict Air Quality Index: A Case of Kocaeli Province

Bilen Z., Bozkurt F.
2021 29th Signal Processing and Communications Applications Conference (SIU), İstanbul, Turkey, 9 - 11 June 2021, (Full Text) Sustainable Development identifier identifier

22. COVID-19 Detection from Chest X-Ray Images Using Dense Convolutional Network

Bozkurt F., Yağanoğlu M.
International Syposium on Applied Sciences and Engineering (ISASE2021), Erzurum, Turkey, 07 April 2021, (Full Text) Sustainable Development

23. Classification of Covid-19 Chest X-Rays Based on HOG Feature Descriptor Using SVM

Bozkurt F.
International Syposium on Applied Sciences and Engineering (ISASE2021), Erzurum, Turkey, 07 April 2021, (Full Text) Sustainable Development

24. COVID-19 Detection from Chest X-Ray Images Using Deep Learning Techniques

BOZKURT F.
2nd International Conference On Access To Recent Advances In Engineering And Digitalization, Kayseri, Turkey, 10 March 2021, (Summary Text) Sustainable Development

25. Hava Kalitesi Tahmininde Derin Öğrenme Uygulamaları Hakkında Bir İnceleme

YÜCEL ALTAY Ş., BOZKURT F., YAĞANOĞLU M.
Mas 5. Uluslararası Matematik-Mühendislik-Fen ve Sağlık Bilimleri Kongresi, Erzurum, Turkey, 2 - 05 May 2019, pp.958, (Summary Text)

26. Sağlık Hizmetlerinde Nesnelerin İnternetinin Kullanımı ve Uygulamaları Üzerine Bir İnceleme

YÜCEL ALTAY Ş., BOZKURT F., GÜNAY F. B.
Mas 5. Uluslararası Matematik-Mühendislik-Fen ve Sağlık Bilimleri Kongresi, Erzurum, Turkey, 2 - 05 May 2019, (Summary Text)

27. Comparison of seeded region growing and random walk methods for vessel and bone segmentation in CTA images

BOZKURT F., KÖSE C., SARI A.
ELECO 2017 10th International Conference on Electrical and Electronics Engineering, Bursa, Turkey, 30 November - 02 December 2017, (Full Text) Sustainable Development identifier

28. EEG Tabanlı Beyin Bilgisayar Arayüzü Sistemlerinde Öznitelik Çıkarma Yöntemleri

YAĞANOĞLU M., BOZKURT F., GÜNAY F. B.
7. Uluslararası Katılımlı Ulusal Biyomekanik Kongresi, Isparta, Turkey, 16 - 18 October 2014, (Summary Text)

29. Segmentation of Carotid Arteries in CTA Images using Region-based Active Contours and Classification

BOZKURT F., KÖSE C., SARI A.
2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text) identifier identifier

30. Investigating Performance of ANFIS based equalization on Non-linear and Different Channel Models

BOZKURT F., GÜNAY F. B., ÇOBAN Ö.
International Artificial Intelligence and Data Processing Symposium, IDAP’16, Malatya, Turkey, 17 - 18 September 2016, vol.1, pp.227-233, (Full Text)

31. Yapay Sinir Ağları ile Ankara İlinde Hava Kalitesi Sağlık İndeksi Tahmini

BOZKURT F., YÜCEL ALTAY Ş., YAĞANOĞLU M.
2.Ulusal Yönetim Bilişim Sistemleri Kongresi, Erzurum, Turkey, 8 - 10 October 2015, vol.1, pp.321-331, (Full Text)

32. Effective Gaussian Blurring Process on Graphics Processing Unit with CUDA

BOZKURT F., YAĞANOĞLU M., GÜNAY F. B.
5th International Conference on Computer and Computational Intelligence (ICCCI 2014), Paris, France, 06 December 2017 - 07 December 2014, (Summary Text)

33. Sağlık Sektöründe Radyo Frekanslı Tanımlama (RFID): Mekansal-Zamansal Veri Madenciliği Veri Tiplerine Bir Yaklaşım

YAĞANOĞLU M., HAŞILOĞLU A., BOZKURT F., ERDOĞAN F.
Tıp Teknolojileri Ulusal Toplantısı (TIPTEKNO 2011) Kongre Kitabı, Antalya, Turkey, 13 - 16 October 2011, (Full Text)

34. Sağlık Hizmetlerinde Mekansal-Zamansal Veri Madenciliği Üzerine Algoritma Yaklaşımı

BOZKURT F., HAŞILOĞLU A., YAĞANOĞLU M., ERDOĞAN F.
Tıp Teknolojileri Ulusal Toplantısı (TIPTEKNO 2011), Antalya, Turkey, 13 - 16 October 2011, (Full Text)
Books 5

1. DUYARLI WEB TASARIMI

Bozkurt F. (Editor)
ATATÜRK ÜNİVERSİTESİ AÇIK VE UZAKTAN ÖĞRETİM FAKÜLTESİ YAYINI, Erzurum, 2024

2. İÇERİK YÖNETİM SİSTEMİ

Bozkurt F. (Editor)
ATATÜRK ÜNİVERSİTESİ AÇIK VE UZAKTAN ÖĞRETİM FAKÜLTESİ YAYINI, Erzurum, 2023

3. Web and Mobile based Disaster Management Systems

BOZKURT F.
in: Labelling-Based Information Management Systems in Disasters and Emergencies, Başar, Mehmet Sinan, Editor, Cambridge Scholars Publishing, Newcastle upon Tyne, pp.150-167, 2022

4. İleri Dijital Teknolojiler II

BOZKURT F.
in: Dijital Okur Yazarlık, Yıldırım Serkan, Karapınar Çakmak Derya, Bayındır Levent, Editor, Atatürk Üniversitesi Yayınları, Erzurum, pp.110-128, 2021

5. Dijital Dönüşüm Teknolojileri ve İlgili Araştırmalar

YAĞANOĞLU M., BOZKURT F., GÜNAY F. B.
in: Yükseköğretimde Dijital Dönüşüm, KARAMAN SELÇUK, Editor, Pegem Akademi Yayıncılık, Ankara, pp.112-127, 2020
Metrics

Publication

72

Publication (WoS)

19

Publication (Scopus)

25

Citation (WoS)

160

H-Index (WoS)

6

Citation (Scopus)

257

H-Index (Scopus)

8

Citation (Scholar)

563

H-Index (Scholar)

14

Citation (TrDizin)

12

H-Index (TrDizin)

2

Citation (Sum Other)

32

Project

25

Intellectual Property

4

Thesis Advisory

4

Open Access

1
UN Sustainable Development Goals