Dr. Öğr. Üyesi GÖKALP ÇINARER

Yayın Ağı

Makaleler 31

1. Detection and Classification of Blood Cells Using Different Deep Learning Approaches

Çakir M. M., ÇINARER G.

Information Technology and Control , cilt.54, sa.3, ss.918-936, 2025 (SCI-Expanded, Scopus)

2. Hybrid deep layered network model based on multi-scale feature extraction and deep feature optimization for acute lymphoblastic leukemia anomaly detection

Çınarer G.

PEERJ COMPUTER SCIENCE , cilt.11, ss.1-34, 2025 (SCI-Expanded, Scopus)

3. Hybrid Deep Learning and Stacking Ensemble Model for Time Series-Based Global Temperature Forecasting

ÇINARER G.

Electronics (Switzerland) , cilt.14, sa.16, 2025 (SCI-Expanded, Scopus)

4. FORECASTING CURRENT EXCHANGE AND GOLD RATES WITH HYBRID MODELS USING TIME SERIES AND DEEP LEARNING ALGORITHMS

Çınarer G.

International Journal of 3D Printing Technologies and Digital Industry , cilt.9, sa.2, ss.171-182, 2025 (TRDizin)

5. Prediction of greenhouse gas emissions in Türkiye with long short-term memory (LSTM) and 1-dimensional convolutional neural network (1-DCNN) algorithms

Yılbaşı Z., Çınarer G., Coşkun N. Y., Yeşilyurt M. K.

INTERNATIONAL JOURNAL OF GREEN ENERGY , cilt.22, sa.11, ss.2276-2302, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

6. Hybrid Backbone-Based Deep Learning Model for Early Detection of Forest Fire Smoke

ÇINARER G.

Applied Sciences (Switzerland) , cilt.15, sa.13, 2025 (SCI-Expanded, Scopus)

7. Sex estimation with convolutional neural networks using the patella magnetic resonance image slices

Cavlak N., Çınarer G., Erkoç M. F., Kılıç K.

Forensic Science, Medicine, and Pathology , cilt.21, sa.2, ss.628-639, 2025 (SCI-Expanded, Scopus)

8. Detection of Aerial Vehicles Using Satellite Imagery: Comparative Analysis of U-Net Segmentation Model and YOLO Object Detection Model

ÇINARER G., Taspinar Y. S., Zeybek M.

International Journal of Aerospace Engineering , cilt.2025, sa.1, 2025 (SCI-Expanded, Scopus)

9. Rapid detection of adulteration in pistachio based on deep learning methodologies and affordable system

ÇINARER G., DOĞAN N., KILIÇ K., DOĞAN C.

Multimedia Tools and Applications , cilt.83, sa.5, ss.14797-14820, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

10. An improved pistachio detection approach using YOLO-v8 Deep Learning Models

Gökalp Ç., Mübarek Mazhar Ç.

BIO Web of Conferences , cilt.85, sa.01013, ss.1-5, 2024 (Scopus)

11. Deep Learning Based Traffic Sign Recognition Using YOLO Algorithm

ÇINARER G.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , cilt.12, sa.1, ss.219-229, 2024 (TRDizin)

12. Rice Classification and Quality Detection Success with Artificial Intelligence Technologies

Çınarer G., Erbaş N., Öcal A.

BRAZILIAN ARCHIVES OF BIOLOGY AND TECHNOLOGY , cilt.67, sa.1, ss.1-14, 2024 (SCI-Expanded, Scopus)

13. Abandonment of Agricultural Lands, Reasons and Sustainability: Evidence from Turkey Abandono de tierras agrícolas, razones y sostenibilidad: evidencia de Turquía

Erbaş N., Çınarer G.

Cuadernos de Desarrollo Rural , cilt.21, 2024 (SCI-Expanded, Scopus)

14. Application of various machine learning algorithms in view of predicting the CO2 emissions in the transportation sector

Çınarer G., Yeşilyurt M. K., Ağbulut Ü., Yılbaşı Z., Kılıç K.

Science and Technology for Energy Transition (STET) , cilt.79, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

15. Prediction of pathological complete response to neoadjuvant chemotherapy in locally advanced breast cancer by using a deep learning model with 18F-FDG PET/CT

Bulut G., Atilgan H. I., ÇINARER G., KILIÇ K., Yıkar D., Parlar T.

PLoS ONE , cilt.18, sa.9 September, 2023 (SCI-Expanded, Scopus)

16. A DEEP TRANSFER LEARNING FRAMEWORK for the STAGING of DIABETIC RETINOPATHY

ÇINARER G., KILIÇ K., PARLAR T.

Journal of scientific reports-A (Online) , cilt.51, sa.1, ss.106-119, 2022 (TRDizin) Sürdürülebilir Kalkınma

17. Feature selection methods for intrusion detection using machine learning methods

PARLAR T., ÇINARER G.

SELCUK UNIVERSITY JOURNAL OF ENGINEERING SCIENCES , cilt.21, sa.2, ss.63-68, 2022 (Hakemli Dergi)

18. X-Ray Görüntülerini Kullanarak GLCM ve Derin Özniteliklerin Birleşimine Dayalı Covid-19 Sınıflandırılması

Hayıt T., Çınarer G.

İnönü Üniversitesi Sağlık Hizmetleri Meslek Yüksekokulu Dergisi , cilt.10, sa.1, ss.313-325, 2022 (TRDizin) Sürdürülebilir Kalkınma

19. Classification of hazelnuts according to their quality using deep learning algorithms

Erbaş N., Çınarer G., Kılıç K.

CZECH JOURNAL OF FOOD SCIENCES , cilt.40, ss.240-248, 2022 (SCI-Expanded, Scopus)

20. Predicting 1p/19q chromosomal deletion of brain tumors using machine learning

Cinarer G., Emiroǧlu B. G., Yurttakal A. H.

Emerging Materials Research , cilt.10, sa.2, ss.238-244, 2021 (SCI-Expanded, Scopus)

21. Investigation of Deep Learning Algorithms for COVID-19 Detection Based on Chest X-ray Images

ÇINARER G., KILIÇ K.

Artificial Intelligence Theory and Applications , cilt.2, sa.1, ss.280-287, 2021 (Hakemli Dergi) Sürdürülebilir Kalkınma

22. Classification of Diabetic Rat Histopathology Images Using Convolutional Neural Networks

Yurttakal A. H., Erbay H., Cinarer G., Bas H.

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS , cilt.14, sa.1, ss.715-722, 2021 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

23. Brain Tumor Classification Using Deep Neural Network

ÇINARER G., EMİROĞLU B. G., ARSLAN R. S., YURTTAKAL A. H.

Advances in Science, Technology and Engineering Systems Journal , cilt.5, sa.5, ss.765-769, 2020 (Hakemli Dergi)

24. Prediction of Glioma Grades Using Deep Learning with Wavelet Radiomic Features

Çınarer G., Emiroğlu B. G., Yurttakal A. H.

APPLIED SCIENCES-BASEL , cilt.10, sa.18, 2020 (SCI-Expanded, Scopus)

25. Classification of brain tumours using radiomic features on MRI

ÇINARER G., EMİROĞLU B. G.

New Trends and Issues Proceedings on Advances in Pure and Applied Sciences , sa.12, ss.80-90, 2020 (Hakemli Dergi)

26. Statistical analysis of radiomic features in differentiation of glioma grades

Çınarer G., Emiroğlu B. G.

New Trends and Issues Proceedings on Advances in Pure and Applied Sciences , sa.12, ss.68-79, 2020 (Hakemli Dergi)

27. Classification of Brain Tumors by Machine Learning Algorithms

ÇINARER G., EMİROĞLU B. G.

IEEE Xplore ISMSIT 2019 , cilt.1, sa.1, ss.1-10, 2019 (Scopus)

28. Segmentation and classification of breast cancer tumour

ÇINARER G., EMİROĞLU B. G., YURTTAKAL A. H.

International Journal of Emerging Trends in Health Sciences (IJETHS) , cilt.2, sa.1, ss.14-18, 2018 (Hakemli Dergi) Sürdürülebilir Kalkınma

29. 3D Mass Visualization of Thyroid CT Images thru Marching Cubes Method

YURTTAKAL A. H., ERBAY H., İKİZCELİ T., KARAÇAVUŞ S., ÇINARER G.

Electronic Letters on ScienceEngineering , cilt.14, sa.3, ss.20-26, 2018 (Hakemli Dergi)

30. A Comparative Study On Segmentation And Classification In Breast MR Imaging

YURTTAKAL A. H., ERBAY H., İKİZCELİ T., KARAÇAVUŞ S., ÇINARER G.

IIOAB JOURNAL , cilt.9, sa.5, ss.23-33, 2018 (Hakemli Dergi)

31. A COMPARATIVE STUDY ON SEGMENTATION AND CLASSIFICATION IN BREAST MRI IMAGING

Yurttakal A. H., ERBAY H., Ikizceli T., Karacavus S., ÇINARER G.

IIOAB JOURNAL , cilt.9, sa.5, ss.23-33, 2018 (ESCI) Sürdürülebilir Kalkınma

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 30

1. Classification of Eggplant Leaf Diseases Based on Deep Learning: A Comparative Analysis of ConvNeXtV2, Swin Transformer, ViT, and DenseNet

BÜKER H. D., ÇINARER G.

Global Conference on Engineering Reseach'25, 24 - 27 Eylül 2025, (Tam Metin Bildiri)

2. Determination of Impacted Mandibular Third Molar Regions in Panoramic Radiographs Using Deep Learning Models

ÇINARER G.

6th International Conference on Engineering, Natural and Social Sciences, 10 - 11 Ağustos 2025, (Tam Metin Bildiri)

3. Earthquake Prediction Using Time Series with Deep Learning

ÇINARER G., ÖZCAN M.

International Conference on Artificial Intelligence, Computer, Data Sciences and Applications, 07 Ağustos 2025, (Tam Metin Bildiri)

4. Strawberry Ripeness Detection: Optimizing Harvesting Efficiency with YOLOv11

Soyak T., Özcan N. B., ÇINARER G.

7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, ICHORA 2025, Ankara, Türkiye, 23 - 24 Mayıs 2025, (Tam Metin Bildiri)

5. YOLO Based Ship Detection in SAR Images: In-Depth Analysis on HRSID, RSDD and SSDD Datasets

Cavli B., ÇINARER G.

4th IEEE International Conference on Computing and Machine Intelligence, ICMI 2025, Michigan, Amerika Birleşik Devletleri, 5 - 06 Nisan 2025, (Tam Metin Bildiri)

6. Earthquake Prediction Using Time Series with Deep Learning Models

Özcan M., ÇINARER G.

2nd International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025, Antalya, Türkiye, 7 - 09 Ağustos 2025, (Tam Metin Bildiri)

7. A hybrid model with feature selection and hyper parameters for detecting diabetes in PIMA Indian dataset

Açıkyürek C., Çınarer G.

3 rd International Conference on Innovative Academic Studies, Konya, Türkiye, 26 - 28 Eylül 2023, cilt.1, sa.1, ss.428-435, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

8. Cancer Lesion Classification with GAN-Based Image Augmentation Method from Skin Images

Gören E., Çınarer G.

2 nd International Conference on Engineering, Natural and Social Sciences, Konya, Türkiye, 4 - 06 Nisan 2023, cilt.1, sa.1, ss.658-666, (Tam Metin Bildiri)

9. Determining the Digits of Turkish Sign Languages Using Deep Learning Techniques

Karataş E., ÇINARER G.

2nd International Conference on Forthcoming Networks and Sustainability in the AIoT Era, FoNeS-AIoT 2024, İstanbul, Türkiye, 27 - 29 Ocak 2024, cilt.1035 LNNS, ss.1-10, (Tam Metin Bildiri)

10. Breast Cancer Diagnosis from Histopathological Images of Benign and Malignant Tumors Using Deep Convolutional Neural Networks

Arslan A. B., ÇINARER G.

2nd International Congress of Electrical and Computer Engineering, ICECENG 2023, Bandirma, Türkiye, 22 - 25 Kasım 2023, ss.119-129, (Tam Metin Bildiri)

11. Detection and Comparative Results of Plant Diseases Based on Deep Learning

Çakir M. M., ÇINARER G.

2nd International Conference on Advanced Engineering, Technology and Applications, ICAETA 2023, İstanbul, Türkiye, 10 - 11 Mart 2023, cilt.1983 CCIS, ss.422-436, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

12. The role of automated measurements of follicle volumes on antagonist day using 5D viewer software in predicting implantation success using artificial intelligence technology

ÇINARER G., KILIÇ K., BAŞER E., DİLBAZ B., DİLBAZ S., ÖZELÇİ R., et al.

11th Scientific Meeting of the Turkish Society of Reproductive Medicine (TSRM) 2023, 16 - 19 Kasım 2023, cilt.47, ss.22-23, (Özet Bildiri)

13. Grape Leaf Detection and Recognition Using Data Augmentation with CNN-Based Models

Kaya G., Çınarer G.

7th International Conference on Computational Mathematics and Engineering Sciences 20-21 May. 2023, Elazığ - Türkiye, Elazığ, Türkiye, 21 - 23 Mayıs 2023, cilt.1, sa.1, ss.71-88, (Tam Metin Bildiri)

14. Driver Fatigue Detection Based On Eye Condition With Deep Learning

ÇINARER G., Çakır M. M.

1st International Conference on Engineering, Natural and Social Sciences, Konya, Türkiye, 20 - 23 Aralık 2022, cilt.1, ss.298, (Özet Bildiri)

15. Diabetic Retinopathy Detection with Deep Transfer Learning Methods

ÇINARER G., KILIÇ K.

International Conference on Intelligent and Fuzzy Systems, İstanbul, Türkiye, 24 - 26 Ağustos 2021, cilt.2, ss.147-154, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

16. Parkinson Disease Classification with Stacking Ensemble Learning Algorithm

ÇINARER G., EMİROĞLU B. G.

2nd International Turkish World Engineering and Science Congress, Ankara, Türkiye, 7 - 10 Kasım 2019, cilt.2, ss.243-249, (Tam Metin Bildiri)

17. Web Tabanlı Ters Yüz Eğitim PortalıGeliştirilmesi ve Uygulanması

ÇINARER G., YURTTAKAL A. H., HAYIT T.

III. ULUSLARARASI BOZOK SEMPOZYUMU, Yozgat, Türkiye, 3 - 05 Mayıs 2018, cilt.1, ss.601-609, (Tam Metin Bildiri)

18. Yozgat Ozanlar Konağı’nın 3 Boyutlu Kat Planı Çizimi

ÇINARER G., YÜKSEL N., YAZ Ü.

3. Uluslararası Kültür ce Medeniyet Kongresi, Mardin, Türkiye, 20 - 22 Nisan 2018, cilt.1, (Özet Bildiri)

19. Destek Vektör Makineleri Yöntemi ile Günlük Ortalama Hava Sıcaklığı Tahmini

Çınarer G., Dağistanlı Ö., Hayıt T.

II. International Scientific and Vocational Studies Congress, Nevşehir, Türkiye, 5 - 08 Temmuz 2018, ss.427-428, (Özet Bildiri)

20. Ortaokul Öğrencileri Arasında Gelişmeleri Kaçırma Korkusunun (FoMO) İncelenmesi

HAYIT T., ÇINARER G., DÖNMEZ O.

International Computer Instructional Technologies Symposium, İzmir, Türkiye, 2 - 04 Mayıs 2018, ss.196, (Özet Bildiri)

21. Rastgele Orman ve K-En Yakın Komşu Algoritmalarının Hava Sıcaklığı Tahmininde Kullanımının İncelenmesi

DAĞİSTANLI Ö., HAYIT T., ÇINARER G.

2nd International Congress on Multidisciplinary Studies, Adana, Türkiye, 4 - 05 Mayıs 2018, ss.449, (Özet Bildiri) Sürdürülebilir Kalkınma

22. 3D Visualization Thyroid CT Images Using Marching Cubes Algorithms

YURTTAKAL A. H., ERBAY H., İKİZCELİ T., KARAÇAVUŞ S., ÇINARER G.

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES-2018), Karabük, Türkiye, 11 - 13 Mayıs 2018, ss.282-286, (Tam Metin Bildiri)