Publications & Works

Publication Network
Articles 17
All (17)
SCI-E, SSCI, AHCI (6)
SCI-E, SSCI, AHCI, ESCI (7)
Scopus (6)
TRDizin (7)
Other Publications (4)

1. Evaluating the effects of adjunct VR-haptic simulator practice in preclinical restorative training and predicting student performance using machine learning: a randomized controlled trial

Ersoz B., DEĞİRMENCİ A., Aydin N., Oktay E. A., Karaoglanoglu S., KARAL Ö.
BMC Medical Education , vol.26, no.1, 2026 (SCI-Expanded, SSCI, Scopus) identifier identifier

2. Comparative Analysis of Interpolation Techniques for FFT-Based Frequency Estimation

Cabadag G., DEĞİRMENCİ A., KARAL Ö.
Journal of Universal Computer Science , vol.32, no.2, pp.267-285, 2026 (SCI-Expanded, Scopus) identifier

3. Predicting Bid Verification in Spectrum Auctions: A Data-Driven Approach

Avcu C. N., Degirmenci A., KARAL Ö.
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , vol.14, no.3, pp.1420-1439, 2025 (TRDizin) identifier

4. A Window-Based Approach for PRI Type Recognition in Streaming Data

ÇAĞLAN Ş., DEĞİRMENCİ A., ÇANKAYA İ.
Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi , vol.17, no.2, pp.272-281, 2025 (TRDizin)

5. Application of Watershed Segmentation on Biomedical Images as an Educational Tool

ÇAĞLAN Ş., DEĞİRMENCİ A., ÇANKAYA İ., GÖKTAŞ Ö. F.
Fırat Üniversitesi Mühendislik Bilimleri Dergisi , vol.37, no.2, pp.763-780, 2025 (TRDizin)

6. Enhancing glucose measurement efficiency: A non-invasive approach using machine learning

GÖKTAŞ Ö. F., DEMİRAY E., DEĞİRMENCİ A., Cankaya İ.
International Journal of Microwave and Wireless Technologies , 2025 (SCI-Expanded, Scopus) Creative Commons License identifier

7. Real time non-invasive monitoring of glucose and nitrogen sources with a novel window sliding based algorithm

GÖKTAŞ Ö. F., DEMİRAY E., DEĞİRMENCİ A., ÇANKAYA İ.
Engineering Science and Technology, an International Journal , vol.58, 2024 (SCI-Expanded, Scopus) identifier

8. Machine Learning-Based Classification of Turkish Music for Mood-Driven Selection

Tokgöz N., Değirmenci A., Karal Ö.
Journal of advanced research in natural and applied sciences (Online) , vol.10, no.2, pp.312-328, 2024 (TRDizin) identifier

9. Bladder Cancer Grading from H&E Stained Samples from TCGA Data

DEĞİRMENCİ A., ÇANKAYA İ., ÖCAL B., KARAL Ö.
Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji , vol.11, no.2, pp.549-560, 2023 (TRDizin) Creative Commons License identifier

10. iMCOD: Incremental multi-class outlier detection model in data streams

DEĞİRMENCİ A., KARAL Ö.
Knowledge-Based Systems , vol.258, 2022 (SCI-Expanded, Scopus) identifier identifier

11. Performance Comparison of kNN, Random Forest and SVM in the Prediction of Cervical Cancer from Behavioral Risk

DEĞİRMENCİ A.
International Journal of Innovative Science and Research Technology , vol.7, no.10, pp.71-79, 2022 (Peer-Reviewed Journal) Sustainable Development

12. Efficient density and cluster based incremental outlier detection in data streams

DEĞİRMENCİ A., KARAL Ö.
Information Sciences , vol.607, pp.901-920, 2022 (SCI-Expanded, Scopus) identifier identifier

13. Evaluation of air temperature with machine learning regression methods using Seoul City meteorological data

APAYDIN M., YUMUŞ M., DEĞİRMENCİ A., KARAL Ö.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.28, 2022 (TRDizin) identifier identifier

14. Patolojik Görüntülerin Sıkıştırılmış Algılamasında Ölçüm Matrisi ve Geri Çatma Algoritmalarının Etkileri

ŞENGÜN ERMEYDAN E., DEĞİRMENCİ A., ÇANKAYA İ., ERDOĞAN F.
Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.8, no.1, pp.880-890, 2020 (TRDizin) identifier

15. Evaluation of Kernel Effects on SVM Classificationin the Success of Wart Treatment Methods

DEĞİRMENCİ A., KARAL Ö.
American Journal of Engineering Research (AJER) , vol.7, no.9, pp.238-244, 2018 (Peer-Reviewed Journal)

16. A HEART RATE MONITORING APPLICATIONUSING WIRELESS SENSOR NETWORK SYSTEM BASED ON BLUETOOTH WITH MATLAB GUI

UYSAL Z., KALKANCI G., İMREN T., DEĞİRMENCİ A., KARAL Ö., ÇANKAYA İ.
International Journal of Engineering Science and Computing , vol.6, no.9, pp.2862-2866, 2016 (Peer-Reviewed Journal)

17. A Study on Clustering Based Image Tresholding Techniques With MATLAB GUI

ŞAHAN Ş., DEĞİRMENCİ A., ÇANKAYA İ.
International Journal of Engineering Science and Computing , vol.6, no.8, pp.2152-2160, 2016 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences 16

1. Automatic Segmentation of the Spinal Canal in MR Images with Deep Learning Method Derin Öǧrenme Yöntemi ile MR Görüntülerinde Spinal Kanalin Otomatik Segmentasyonu

Yumuş M., Apaydin M., DEĞİRMENCİ A., Kesikburun S., KARAL Ö.
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Turkey, 5 - 08 July 2023, (Full Text) identifier

2. Deep Convolutional Neural Networks Using SegNet for Automatic Spinal Canal Segmentation in Axial MRI

Yumus M., Apaydin M., DEĞİRMENCİ A., Kaplanoglu H., Kesikburun S., KARAL Ö.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023, (Full Text) identifier

3. Performance Comparison of ESPRIT and Interpolation Applied FFT Frequency Estimation Methods ESPRIT ve Interpolasyon Uygulanmiş FFT frekans kestirim yöntemlerinin performans karşilaştirmasi

Cabadaǧ G., DEĞİRMENCİ A., KARAL Ö.
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Turkey, 5 - 08 July 2023, (Full Text) identifier

4. A Comparative Analysis of Machine Learning Algorithms for Accurate Step Detection in Wrist Worn Devices

Ozbay A., DEĞİRMENCİ A., KARAL Ö.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023, (Full Text) identifier

5. Exploring the Behavioural Factors of Cervical Cancer Using ANOVA and Machine Learning Techniques

Çakır M., DEĞİRMENCİ A., KARAL Ö.
Science, Engineering Management and Information Technology First International Conference, SEMIT 2022, Virtual, Online, 2 - 03 February 2022, vol.1808 CCIS, pp.249-260, (Full Text) identifier

6. Estimating Breakpoints in Piecewise Linear Regression Using Machine Learning Methods

Onder Z., DEĞİRMENCİ A., KARAL Ö.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022, (Full Text) identifier

7. US Accent Recognition Using Machine Learning Methods

Muttaqi M., DEĞİRMENCİ A., KARAL Ö.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022, (Full Text) identifier

8. Deep Convolutional Neural Networks Using U-Net for Automatic Intervertebral Disc Segmentation in Axial MRI

Apaydin M., Yumus M., DEĞİRMENCİ A., Kesikburun S., KARAL Ö.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022, (Full Text) identifier

9. Performance Improvement with Decision Tree in Predicting Heart Failure

Karaoğlu A. N., Çağlar H., DEĞİRMENCİ A., KARAL Ö.
2021 Innovations in Intelligent Systems and Applications Conference (ASYU), Elazığ, Turkey, 6 - 09 October 2021, (Full Text) identifier

10. Prediction of Unemployment Rates in Turkey by k-Nearest Neighbor Regression Analysis

Hatipoğlu Ş., Belgrat M. A., DEĞİRMENCİ A., KARAL Ö.
2021 Innovations in Intelligent Systems and Applications Conference (ASYU), Elazığ, Turkey, 6 - 09 October 2021, (Full Text) Sustainable Development identifier

11. Implementation of the Object Detection Algorithm (YOLOV3) on FPGA

Esen F., DEĞİRMENCİ A., KARAL Ö.
2021 Innovations in Intelligent Systems and Applications Conference (ASYU), Elazığ, Turkey, 6 - 09 October 2021, (Full Text) identifier

12. An Evaluation of Machine Learning Algorithms for the Prediction of QSAR Bioconcentration Classes

APAYDIN M., APAYDIN M., DEĞİRMENCİ A., KARAL Ö.
International Conference on Interdisciplinary Applications of Artificial Intelligence (ICIDAAI) 2021, Turkey, 21 May 2021, (Full Text)

13. HCC sagkalım tahminini iyile ̧stirmek için makine ögrenim tabanlı yöntemler kullanarak veri doldurma

YUMUŞ M., APAYDIN M., DEĞİRMENCİ A., KARAL Ö.
2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Turkey, 05 October 2020, (Full Text) identifier

14. HCC Hastalarında Makine Öğrenme Tekniklerini Kullanarak Hayatta Kalma Tahmininin İyileştirilmesi

YUMUŞ M., APAYDIN M., DEĞİRMENCİ A., KARAL Ö.
28. IEEE SİNYAL İŞLEME ve İLETİŞİM UYGULAMALARI KURULTAYI, Turkey, 5 - 07 October 2020, (Full Text)

15. Estimation of Ozone Concentration in Air by Machine Learning Methods

ŞEHİRLİ B. G., KÜÇÜK S., DEĞİRMENCİ A., KARAL Ö.
7. Uluslararası Bilimsel Araştırmalar Kongresi - Fen ve Mühendislik Bilimleri – (UBAK), 13 - 14 March 2020, (Full Text)

16. Semi Automated Cell Detection Based on Histopathological Images and Color Variation Analysis

DEĞİRMENCİ A., ÇANKAYA İ., KARAL Ö., BALCI S.
ICNES – International Congress on Natural and Engineering Sciences, 9 - 13 September 2015, (Summary Text)
Metrics

Publication

34

Publication (Scopus)

18

Citation (Scopus)

98

H-Index (Scopus)

5

Citation (Scholar)

109

H-Index (Scholar)

5

Citation (TrDizin)

5

H-Index (TrDizin)

1

Citation (Sum Other)

5

Project

2

Open Access

2
UN Sustainable Development Goals