Publications & Works

Publication Network
Articles 30
All (30)
SCI-E, SSCI, AHCI (13)
SCI-E, SSCI, AHCI, ESCI (15)
ESCI (1)
Scopus (14)
TRDizin (9)
Other Publications (7)

1. Deepening the Diagnosis: Detection of Midline Shift Using an Advanced Deep Learning Architecture

GENÇTÜRK T. H., Kaya İ., KAYA GÜLAĞIZ F.
Applied Sciences (Switzerland) , vol.16, no.2, 2026 (SCI-Expanded, Scopus) identifier identifier identifier

2. Ventricle Detection Case Study: Comparison of Current Deep Learning Architecture Performances

GENÇTÜRK T. H., KAYA GÜLAĞIZ F., KAYA İ.
Academic Platform journal of engineering and smart systems (Online) , vol.14, no.1, pp.66-75, 2026 (TRDizin) identifier identifier

3. Beyond Accuracy: Cross-Linguistic Equity and Socio-Technical Dimensions of Large Language Models

KAYA GÜLAĞIZ F.
APPLIED COMPUTER SYSTEMS , vol.31, no.1, pp.1-16, 2026 (ESCI) identifier identifier

4. Rodentia: Düşük Güç Tüketimli ve Taşınabilir Dosya Paylaşımı için Mikrodenetleyici Tabanlı Torrent İstemcisi

Karadağ B., KAYA GÜLAĞIZ F.
Electronic Letters on Science and Engineering , vol.21, no.2, pp.35-49, 2025 (Peer-Reviewed Journal)

5. Large Language Models for Machine Learning Design Assistance: Prompt-Driven Algorithm Selection and Optimization in Diverse Supervised Learning Tasks

KAYA GÜLAĞIZ F.
Applied Sciences (Switzerland) , vol.15, no.20, 2025 (SCI-Expanded, Scopus) identifier identifier identifier

6. Artificial intelligence and computed tomography imaging for midline shift detection

GENÇTÜRK T. H., KAYA GÜLAĞIZ F., Kaya İ.
EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS , vol.234, no.15, pp.4539-4566, 2025 (SCI-Expanded, Scopus) Sustainable Development identifier identifier identifier

7. ARTIFICIAL INTELLIGENCE IN SKULL FRACTURE DIAGNOSIS: CURRENT DEEP LEARNING ARCHITECTURE PERFORMANCES

Gülağız F. K., Gençtürk T. H., KAYA İ.
KSÜ Mühendislik Bilimleri Dergisi , vol.28, no.1, pp.51-64, 2025 (TRDizin) identifier identifier

8. A survey of appearance-based approaches for human gait recognition: techniques, challenges, and future directions

Güner Şahan P., Şahin S., Kaya Gülağız F.
JOURNAL OF SUPERCOMPUTING , vol.80, no.13, pp.18392-18429, 2024 (SCI-Expanded, Scopus) identifier identifier identifier

9. Detection and Segmentation of Subdural Hemorrhage on Head CT Images

Gencturk T. H., KAYA GÜLAĞIZ F., Kaya I.
IEEE ACCESS , vol.12, pp.82235-82246, 2024 (SCI-Expanded, Scopus) identifier identifier identifier

10. A Comparative Analysis of Brain Hemorrhage Diagnosis on CT Scans Using Deep Learning Methods

Gençtürk T. H., Kaya Gülağız F., KAYA İ.
Zeki sistemler teori ve uygulamaları dergisi (Online) , vol.6, no.1, pp.75-84, 2023 (TRDizin) Creative Commons License identifier

11. A revolutionary acute subdural hematoma detection based on two-tiered artificial intelligence model İki katmanlı yapay zeka modeline dayalı devrimsel akut subdural hematom tespiti

Kaya İ., GENÇTÜRK T. H., KAYA GÜLAĞIZ F.
Ulusal Travma ve Acil Cerrahi Dergisi , vol.29, no.8, pp.858-871, 2023 (SCI-Expanded, Scopus, TRDizin) Creative Commons License identifier identifier identifier identifier

12. Estimation of underwater acoustic channel parameters for Erdek/Turkey region

Çavuşlu M. A., ALTUNCU M. A., ÖZCAN H., KAYA GÜLAĞIZ F., ŞAHİN S.
Applied Acoustics , vol.181, 2021 (SCI-Expanded, Scopus) identifier identifier

13. hybSVM: Bacterial colony optimization algorithm based SVM for malignant melanoma detection

İLKİN S., Gencturk T. H., Gulagiz F. K., ÖZCAN H., ALTUNCU M. A., ŞAHİN S.
Engineering Science and Technology, an International Journal , vol.24, no.5, pp.1059-1071, 2021 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

14. Deep Learning Based DNS Tunneling Detection and Blocking System

ALTUNCU M. A., Gulagiz F. K., ÖZCAN H., Bayir O. F., Gezgin A., Niyazov A., et al.
ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING , vol.21, no.3, pp.39-48, 2021 (SCI-Expanded, Scopus) identifier identifier

15. Simulation of Academic Computer Networks Using Probability Distributions: A Case Study in A Campus Network

ALTUNCU M. A., Gulaglz F., ÖZCAN H., İLKİN S., ŞAHİN S.
TEHNICKI VJESNIK-TECHNICAL GAZETTE , vol.28, no.3, pp.1017-1024, 2021 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

16. A New Visual Cryptography Method Based on the Profile Hidden Markov Model

ÖZCAN H., KAYA GÜLAĞIZ F., ALTUNCU M. A., İLKİN S., ŞAHİN S.
ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING , vol.21, no.1, pp.21-36, 2021 (SCI-Expanded, Scopus) identifier identifier

17. Denim Kumaşlarda Görüntü İşleme İle Hata Tespiti

Pınar Z., KAYA F., ALTUNCU M. A., ŞAHİN S.
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , vol.9, no.4, pp.1609-1620, 2020 (TRDizin)

18. Sualtı Haberleşmede Çok Yolluluğun Bant Genişliği, Kapasite ve İletim Gücü Üzerindeki Etkisi

Çavuşlu M. A., Altuncu M. A., Özcan H., Kaya F., Şahin S.
Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , vol.7, no.1, pp.404-420, 2020 (TRDizin) Creative Commons License

19. Senaturk Akademisi Göğüs Sağlığı İzleme Uygulamasının Kullanılabilirlik Değerlendirmesi

KAYA F., ÖZCAN H., ŞAHİN S., GÜLER S. A.
Bilge International Journal of Science and Technology Research , vol.2, pp.124-131, 2018 (Peer-Reviewed Journal) Creative Commons License

20. Idle Time Estimation for Bandwidth-Efficient Synchronization in Replicated Distributed File System

GULAGIZ F., EKEN S., KAVAK A., SAYAR A.
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY , vol.15, no.2, pp.177-185, 2018 (SCI-Expanded, Scopus) identifier

21. Identifying the general pattern of the academic computer networks based on users daily behaviors

KAYA F., GÖK O., ŞAHİN S.
Karaelmas Fen ve Mühendislik Dergisi , vol.2, pp.203-210, 2018 (TRDizin)

22. Imputation of Missing Data for Network Intrusion Detection

Altuncu M. A., Kaya F., Bir T., Özcan H., Şahin S.
IOSR Journal of Computer Engineering , vol.19, pp.8-12, 2017 (Peer-Reviewed Journal)

23. Design and Implementation of an Intelligent Mobile Game

EKİNCİ E., KAYA F., İLHAN OMURCA S.
International Journal of Modern Education and Computer Science , vol.9, pp.10-16, 2017 (Scopus) Creative Commons License

24. Performance Analysis of Image Restoration Techniques for Dermoscopy Images

ALTUNCU M. A., HANGİŞİ F. S., KAYA F., ŞAHİN S.
International Journal of Applied Information Systems , vol.11, pp.15-19, 2017 (Peer-Reviewed Journal)

25. Comparison of Hierarchical and Non-Hierarchical Clustering Algorithms

KAYA F., ŞAHİN S.
International Journal of Computer Engineering and Information Technology , vol.9, pp.6-14, 2017 (Peer-Reviewed Journal)

26. Analyzing Entity Framework Technology for An Indoor Decoration Based Recommendation System

KAYA F., Başaran U., KAVAK A.
JOURNAL OF COMPUTERS , vol.11, no.4, pp.320-328, 2016 (Peer-Reviewed Journal) Creative Commons License identifier

27. A Comparison of Imputation Techniques using Network Traffic Data

KAYA F., GÖK O., KAVAK A.
International Journal of Computer Applications , vol.142, pp.25-29, 2016 (Peer-Reviewed Journal)

28. A Study on Environmental Effect of Electromagnetic Waves

KAYA F., GÖZ F., KAVAK A.
International Journal of Computer Applications , vol.140, pp.35-41, 2016 (Peer-Reviewed Journal)

29. Beacon Temelli Sanal Etiket Uygulaması

KAYA F., GÖZ F., Şahin E., Albayrak M. S., KAVAK A.
BİLECİK ŞEYH EDEBALİ ÜNİVERSİTESİ FEN BİLİMLERİ DERGİSİ , vol.3, pp.1-7, 2016 (TRDizin)

30. A mobile and web application-based recommendation system using color quantization and collaborative filtering

Kaya F., Yildiz G., KAVAK A.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.23, no.3, pp.900-912, 2015 (SCI-Expanded) identifier identifier
Papers Presented at Peer-Reviewed Scientific Conferences 35

1. Synthetic Data Generation with Large Language Models for Imbalanced Medical Datasets: A Comparative Study with Traditional Resampling Methods

KAYA GÜLAĞIZ F.
18TH INTERNATIONAL İSTANBUL SCIENTIFIC RESEARCH CONGRESS, İstanbul, Turkey, 28 - 30 November 2025, pp.1032-1033, (Summary Text) identifier

2. Diabetes Prediction with Stacking Ensemble Methods

KAYA GÜLAĞIZ F.
10th INTERNATIONAL CONFERENCE ON NATURAL AND ENGINEERING SCIENCES, Turkey, 20 - 21 December 2025, (Summary Text)

3. Development Of An AI-Based Hybrid Model For Breast Cancer Treatment

TATAR O. C., YİRMİBEŞOĞLU A. O., GÜLER S. A., ŞİMŞEK T., GENÇTÜRK T., KAYA GÜLAĞIZ F., et al.
Breastanbul 2024 The Conference, İstanbul, Turkey, 10 - 12 October 2024, vol.15, pp.95, (Summary Text)

4. “İntrakraniyal Kanama Tespitinde Güncel Yapay Zeka Tekniklerinin Kullanımı

KAYA İ., KAYA GÜLAĞIZ F., GENÇTÜRK T. H.
Sinir Sistemi Cerrahisi Derneği 19. Bilimsel Kongresi, Antalya, Turkey, 19 - 22 October 2023, (Summary Text)

5. A Comparative Study on Subdural Brain Hemorrhage Segmentation

GENÇTÜRK T. H., Kaya İ., KAYA GÜLAĞIZ F.
International Conference on Computing, Intelligence and Data Analytics, ICCIDA 2022, Kocaeli, Turkey, 16 - 17 September 2022, vol.643 LNNS, pp.304-318, (Full Text) identifier

6. A Hiybrid Model Of Deep Convolutional Neural Network And Machine Learning In The Assessment Of Breast Masses, Axillary Metastasis And Molecular Subtypes

TATAR O. C., YİRMİBEŞOĞLU A. O., GÜLER S. A., ŞİMŞEK T., GENÇTÜRK T., KAYA GÜLAĞIZ F., et al.
Breastanbul The Conference 2022, İstanbul, Turkey, 13 - 15 October 2022, vol.13, pp.107, (Full Text)

7. AĞ TRAFİĞİNİN MAKİNE ÖĞRENMESİ YÖNTEMLERİ İLE SINIFLANDIRILMASI

GENÇTÜRK T. H., Vatansever Y., İLHAN OMURCA S., KAYA GÜLAĞIZ F.
International Informatics Congress (IIC2022), Batman, Turkey, 17 February 2022, pp.531-540, (Full Text)

8. İşe Alım Sürecinde Makine Öğrenmesi Tekniklerinin Verimliliğinin Tespiti: Pronet Firması Durum Çalışması

GENÇTÜRK T. H., ŞAHAN İ., Topaloğlu N., Günay F., KAYA GÜLAĞIZ F.
7. Uluslararası Akademik Araştırmalar Kongresi (ICAR), Turkey, 24 January 2022, pp.165-175, (Full Text)

9. Embedded Visual Object Tracking System Based on CSRT Tracker

Ilkin S., Kaya Gülağız F., Akcakaya M., Şahin S.
2022 International Conference on Electronics, Information, and Communication, ICEIC 2022, Jeju, South Korea, 6 - 09 February 2022, (Full Text) identifier identifier

10. FİBER OPTİK AKUSTİK ALGILAYICI SİSTEM İLE ÇİT ÜZERİNE SERİLİ FİBERDE İHLAL TESPİTİ

Erkorkmaz T., ŞAHİN S., KAYA GÜLAĞIZ F., ALTUNCU M. A., Özkan E.
2. ULUSLARARASI MÜHENDİSLİK BİLİMLERİ VE MULTİDİSİPLİNER YAKLAŞIMLAR KONGRESİ, Turkey, 18 September 2021, pp.164-170, (Full Text)

11. Çocuklarda El ve Bilek Hareketlerini Geliştirmeye Yönelik LeapMotion Temelli Bir Mobil Oyun Tasarımı

ÖZCAN H., KAYA F., ALTUNCU M. A., Kaya S., Topuz G., ŞAHİN S.
ISAS 2019, 22 - 24 November 2019, vol.4, pp.211-219, (Full Text)

12. Meme Kanseri takip Uygulaması ve Kullanılabilirliğinin Değerlendirilmesi

GÜLAĞIZ F., ÖZCAN H., ŞAHİN S., GÜLER S. A., ŞİMŞEK T., CANTÜRK N. Z.
15. Ulusal Meme Hastalıkları Kongresi, Antalya, Turkey, 17 - 20 October 2019, (Summary Text) Sustainable Development

13. Gerçek Zamanlı RF ve GPS Tabanlı İş ve İşçi Takip Sistemi Mimarisi

ÖZCAN H., Yıldırım D., Niyazov A., KAYA F., ŞAHİN S.
ELECO 2018, Turkey, 30 November - 01 December 2018, pp.84-87, (Full Text)

14. Usability Evaluation of Senaturk Academy Breast Health Monitoring Application

KAYA GÜLAĞIZ F., ÖZCAN H., ŞAHİN S., GÜLER S. A.
International Conference on Science and Technology (ICONST 2018), Prizren, Serbia, 5 - 09 September 2018, pp.102, (Summary Text)

15. Usability Evaluation of Senaturk Academy Breast Health Monitoring Application

KAYA F., ÖZCAN H., ŞAHİN S., GÜLER S. A.
International Conference on Science and Technology ICONST 2018, Prizren, Serbia, 5 - 09 September 2018, (Summary Text)

16. Müzik Notalarının Görüntü İşleme Teknikleri Kullanılarak Tespiti İçin Karşılaştırmalı Bir Çalışma

KAYA F., Topal B., Usta N., ŞAHİN S.
UMTEB 2018, Gaziantep, Turkey, 21 - 22 June 2018, pp.347, (Summary Text)

17. Computer aided wound area detection system for dermatological images

İLKİN S., Gülağız F., Hangişi F. S., ŞAHİN S.
6th World Conference on Information Systems and Technologies, WorldCIST 2018, Naples, Italy, 27 - 29 March 2018, vol.746, pp.820-830, (Full Text) identifier

18. An Interactive Turkish Sign Language Learning Game Using Leap Motion Controller

KAYA F., ÖZCAN H., ŞAHİN S.
6th International Conference on Advanced Technology Sciences, 12 - 15 September 2017, (Full Text)

19. Farklı Regresyon Analizi Yöntemleri Kullanılarak Ev Fiyatlarının Tahmini

KAYA F., EKİNCİ E.
International Symposium on Industry 4.0 and Applications, 12 - 14 October 2017, (Full Text)

20. Çocuklarda Renk Tonu Farkındalığının Arttırılmasına Yönelik Mobil Bir Oyun Tasarımı

KAYA F., EKİNCİ E., ŞAHİN S.
ISTEC 2017, 16 - 18 August 2017, (Full Text)

21. Web Based Medical Archieve System Design and Implementation

KAYA F., ÖZCAN H., ŞAHİN S., GÖK O.
ICRES 2017, Kuşadası, Turkey, 18 - 20 May 2017, (Full Text)

22. Estimation of Synchronization Time in Cloud Computing Architecture

KAYA F., GÖK O.
MONAMI 2016, Abu Dhabi, United Arab Emirates, 23 - 24 October 2016, vol.191, pp.19-30, (Full Text) identifier identifier

23. A novel signaling protocol (ARCSPXP): Case study on synchronization of educational data

EKEN S., Gülağız F., SAYAR A., KAVAK A., KOCASARAÇ U., İLHAN Z.
8th EAI International Conference on Mobile Networks and Management, MONAMI 2016, Abu Dhabi, United Arab Emirates, 23 - 24 October 2016, vol.191, pp.31-43, (Full Text) identifier identifier

24. A Study Based on Clustering Techniques in Data Mining Comparison of Farthest First Clustering Density Based Clustering K means and K Medoids Algorithms

KAYA F., KAVAK A.
INSODE 2016, Antalya, Turkey, 12 - 14 May 2016, pp.24, (Summary Text)

25. Estimation of Idle Time for Synchronization: A Case Study on Fatih Project

Gulagiz F., EKEN S., KAVAK A., SAYAR A.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.1158-1161, (Full Text) identifier identifier

26. A Method for Localization of Computational Node and Proxy Server in Educational Data Synchronization

EKEN S., Kaya F., SAYAR A., KAVAK A., ŞAHİN S.
8th International Wireless Internet Conference (WICON), Lisbon, Portugal, 13 - 14 November 2014, pp.180-190, (Full Text) identifier identifier

27. Bulut Vekil Sunucu ve Tabletler Arasında Veri Senkronizasyonu için RTT Kullanarak Farklı Kümeleme Metodlarının Değerlendirilmesi

EKEN S., KAYA F., GÜNGÖR A., SAYAR A., KAVAK A., ŞAHİN S.
2014 ELEKTRİK - ELEKTRONİK, BİLGİSAYAR ve BİYOMEDİKAL MÜHENDİSLİĞİ SEMPOZYUMU, Turkey, 27 - 29 November 2014, pp.670-675, (Full Text)

28. Fatih Projesinde Proxy Sunucunun Doğru Konumlandırıldığının Kontrol Edilmesi ve Tabletlerinin Yerini Tespit için Bir Metot

EKEN S., KAYA F., KEREM Ç., SAYAR A., KAVAK A., ŞAHİN S.
2014 ELEKTRİK - ELEKTRONİK, BİLGİSAYAR ve BİYOMEDİKAL MÜHENDİSLİĞİ SEMPOZYUMU, Turkey, 27 - 29 November 2014, pp.748-752, (Full Text)

29. Döküman Tabanlı NoSQL Veritabanları MongoDB ve CouchDB yatay ölçeklenebilirlik karşılaştırması

EKEN S., KAYA F., SAYAR A., KAVAK A.
7. Mühendislik ve Teknoloji Sempozyumu, Cankaya Üniversitesi, Ankara, Turkey, 15 - 16 May 2014, pp.61-67, (Full Text)

30. Tracking a single node's availability for communication by means of observing local system resources

EKEN S., KAYA F., SAYAR A., KAVAK A.
IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Alberobello, Italy, 23 - 25 June 2014, pp.41-45, (Full Text) Sustainable Development identifier identifier

31. A Comparative Study of Signaling Protocols for Data Management and Synchronization in Fatih Project with School Level Cloud Proxy Server Deployment

Kaya F., EKEN S., Ilhan Z., KAVAK A., SAYAR A., Kocasarac U., et al.
IEEE 3rd Symposium on Network Cloud Computing and Applications (NCCA), Rome, Italy, 5 - 07 February 2014, pp.133-136, (Full Text) identifier identifier

32. Analyzing Distributed File Synchronization Techniques for Educational Data

EKEN S., KAYA F., Ilhan Z., SAYAR A., KAVAK A., Kocasarac U., et al.
10th International Conference on Electronics, Computer and Computation (ICECCO), Ankara, Turkey, 7 - 09 November 2013, pp.318-321, (Full Text) identifier identifier

33. Evaluation of Collaborative Filtering Techniques for Mobile and Web Application Based Recommendation System

Kaya Gülağız F., Yıldız G., Kavak A.
ICECCO 2012, Ankara, Turkey, 1 - 03 November 2012, pp.314-317, (Full Text)

34. Dekorasist : Bina İçi Dekorasyona Yönelik Öneri Sistemi

KAYA F., Yıldız G., KAVAK A.
Uluslararası Katılımlı XIV. Ulusal Biyoistatistik Kongresi, Kayseri, Turkey, 4 - 07 September 2012, (Summary Text)

35. A mobile application and web recommendation system for assisting indoor decoration

GÜREL Y., KAYA F., KAVAK A.
2012 International Symposium on Innovations in Intelligent Systems and Applications, Trabzon, Turkey, Turkey, 2 - 04 July 2012, (Full Text) identifier
Metrics

Publication

66

Publication (WoS)

23

Publication (Scopus)

25

Citation (WoS)

72

H-Index (WoS)

4

Citation (Scopus)

104

H-Index (Scopus)

5

Citation (Scholar)

89

H-Index (Scholar)

5

Citation (TrDizin)

1

H-Index (TrDizin)

1

Citation (Sum Other)

32

Project

9

Thesis Advisory

1

Open Access

6
UN Sustainable Development Goals