Do&#231;. Dr. Halit &#199;ETİNER

Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.15, sa.1, ss.39-56, 2025 (TRDizin)

4. Optic Character Recognition Using Image Processing Techniques

ÇETİNER H., CETİŞLİ B.

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , cilt.13, sa.4, ss.1067-1082, 2024 (TRDizin)

5. Analysis of Different Pooling Functions on A Convolution Neural Network Based Model

International Journal of 3D Printing Technologies and Digital Industry , cilt.8, sa.2, ss.266-276, 2024 (TRDizin)

6. Inception SH: A New CNN Model Based on Inception Module for Classifying Scene Images

Mühendislik Bilimleri ve Tasarım Dergisi , cilt.12, sa.2, ss.328-344, 2024 (TRDizin)

7. Skin Lesions Identification and Analysis with Deep Learning Model Using Transfer Learning

Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi (Online) , cilt.7, sa.3, ss.1030-1045, 2024 (TRDizin)

8. Fake News Detection and Classification with Recurrent Neural Network Based Deep Learning Approaches

Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi (Online) , cilt.7, sa.3, ss.973-993, 2024 (TRDizin)

9. A Novel Deep Learning Approach to Malaria Disease Detection on Two Malaria Datasets

ÇETİNER İ., ÇETİNER H.

Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , cilt.10, sa.2, ss.254-272, 2023 (TRDizin)

10. CNNTuner: Image Classification with A Novel CNN Model Optimized Hyperparameters

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , cilt.12, sa.3, ss.746-763, 2023 (TRDizin)

11. DenseUNet+: A novel hybrid segmentation approach based on multi-modality images for brain tumor segmentation

ÇETİNER H., Metlek S.

Journal of King Saud University - Computer and Information Sciences , cilt.35, sa.8, 2023 (SCI-Expanded, Scopus)

12. Hybrid Deep Learning Implementation for Crop Yield Prediction

Afyon Kocatepe Üniversitesi Fen ve Mühendislik Bilimleri Dergisi , cilt.23, sa.3, ss.648-660, 2023 (TRDizin)

13. Cataract disease classification from fundus images with transfer learning based deep learning model on two ocular disease datasets İki göz hastalığı veri seti üzerinde transfer öğrenme tabanlı derin öğrenme modeli ile fundus görüntülerinden katarakt hastalığı sınıflandırması

Gumushane Universitesi Fen Bilimleri Dergisi , cilt.13, sa.2, ss.256-269, 2023 (Scopus, TRDizin)

14. Citrus Disease Classification with Transfer Learning and CNN Based Models

KSÜ Mühendislik Bilimleri Dergisi , cilt.26, sa.1, ss.43-56, 2023 (TRDizin)

15. ResUNet+: A New Convolutional and Attention Block-Based Approach for Brain Tumor Segmentation

Metlek S., ÇETİNER H.

IEEE Access , cilt.11, ss.69884-69902, 2023 (SCI-Expanded, Scopus)

16. Classification of Cancer Images with CNN-based Deep Learning Approach

ENGINEERING SCIENCES , cilt.12, sa.1, ss.30-38, 2023 (TRDizin)

17. Citrus disease detection and classification using based on convolution deep neural network

Microprocessors and Microsystems , cilt.95, 2022 (SCI-Expanded, Scopus)

18. Recurrent Neural Network Based Model Development for Energy Consumption Forecasting

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , cilt.11, sa.3, ss.759-769, 2022 (TRDizin) Sürdürülebilir Kalkınma

19. Classification of Cataract Disease with a DenseNet201 Based Deep Learning Model

Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.12, sa.3, ss.1264-1276, 2022 (TRDizin)

20. Multi-Label Text Analysis with a CNN and LSTM Based Hybrid Deep Learning Model

Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi , cilt.9, sa.17, ss.447-457, 2022 (TRDizin)

21. Comparison of Different Machine Learning Methods for Estimating Agricultural Products

Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi , cilt.3, sa.1, ss.12-21, 2022 (Hakemli Dergi)

22. RECURRENT NEURAL NETWORK BASED MODEL DEVELOPMENT FOR WHEAT YIELD FORECASTING

ÇETİNER H., KARA B.

Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi , cilt.9, sa.16, ss.204-2018, 2022 (TRDizin)

23. Konvolüsyonel Sinir Ağı Tabanlı Derin Öğrenme Modeli ile Narenciye Hastalıklarının Sınıflandırılması

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , cilt.11, sa.1, ss.352-368, 2022 (TRDizin)

24. Developing real-Time Boiler Control Algorithm for Fuel Consumption Savings Yakıt Tüketim Tasarrufu için Gerçek Zamanlı Kazan Kontrol Algoritması Geliştirme

Çetiner İ., ÇETİNER H.

El-Cezeri Journal of Science and Engineering , cilt.9, sa.2, ss.853-868, 2022 (Scopus)

25. Analysis of Different Regression Algorithms for the Estimate of Energy Consumption

Avrupa Bilim ve Teknoloji Dergisi , sa.31, ss.23-33, 2021 (TRDizin) Sürdürülebilir Kalkınma

26. Classification of Apple Leaf Diseases using the Proposed Convolution Neural Network Approach

Mühendislik Bilimleri ve Tasarım Dergisi , cilt.9, sa.4, ss.1130-1140, 2021 (TRDizin)

27. Yaprak Hastalıklarının Sınıflandırılabilmesi için Önceden Eğitilmiş Ağ Tabanlı Derin Ağ Modeli

Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi , cilt.8, sa.15, ss.442-456, 2021 (TRDizin)

28. Classification Using Artificial Neural Network of Knot Images on Wood

Journal of New Results in Science , cilt.5, ss.264-271, 2016 (Hakemli Dergi)

29. Development of a web interface for performing morphological operations on CUDA platform

Kuşcu Ö., ÇETİNER H., Çetin Ö.

Computer Applications in Engineering Education , cilt.24, sa.5, ss.787-798, 2016 (SCI-Expanded, Scopus)

30. Hibernate Kalıcı Katmanın Gerçekleştirilmesi

Anka e-Dergi , cilt.1, sa.1, 2016 (Hakemli Dergi)

31. Classification of knot defect types using wavelets and KNN

KUŞCU Ö., ÇETİNER H., GÖKMEN H. T.

Elektronika ir Elektrotechnika , cilt.22, sa.6, ss.67-72, 2016 (SCI-Expanded, Scopus)

32. Fetal Akciğer Ultrasonografik GörüntülerininDijital Doku Çözümlemesi ile Değerlendirilmesi

YILDIZ Ü. G., SEZİK M., ÇETİNER H., AYDOĞAN T.

JOURNAL OF CLINICAL AND ANALYTICAL MEDICINE , cilt.6, sa.4, ss.479-484, 2015 (TRDizin)

33. Tarihçe ve Akademik Kadro Açısından Türkiye de Bilgisayar Mühendisliği Eğitimi

Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.17, sa.1, ss.38-44, 2014 (TRDizin)

34. Gerçek Zamanlı T.C. Kimlik Numarası Tanıma

ÇETİNER H., CETİŞLİ B., ÇETİNER İ.

SAKARYA UNIVERSITY JOURNAL OF SCIENCE , cilt.16, sa.2, ss.123-129, 2012 (Hakemli Dergi)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 56

1. Predicting Student Depression Through Machine Learning: A CatBoost Algorithm Optimization Study Using Symptomatic and Academic Indicators

4th International Conference on Modern and Advanced Research, Konya, Türkiye, 6 - 07 Kasım 2025, cilt.1, ss.571-577, (Tam Metin Bildiri)

2. Advancing Multi-Hazard Frameworks: A Performance Benchmark of Gradient Boosting and LGBM for Tsunami Detection

7th International Conference on Engineering and Applied Natural Sciences, Konya, Türkiye, 25 - 26 Ekim 2025, cilt.1, ss.289-295, (Tam Metin Bildiri)

3. A Machine Learning-Based Framework for Sleep Disorder Profiling Based on Biopsychosocial Data

5th International Conference on Trends in Advanced Research, Konya, Türkiye, 16 - 17 Ekim 2025, cilt.1, ss.205-210, (Tam Metin Bildiri)

4. Ablation-Driven Model Selection for Eating Disorder Prediction from Neurobehavioral Data

3rd International Conference on Pioneer and Innovative Studies, Konya, Türkiye, 6 - 07 Ekim 2025, cilt.1, ss.216-222, (Tam Metin Bildiri)

5. Student Stress Level Prediction with Different Feature Selection Methods of Deep Neural Networks

5th International Conference on Frontiers in Academic Research, Konya, Türkiye, 25 - 26 Eylül 2025, cilt.1, ss.107-112, (Tam Metin Bildiri)

6. Predicting University Student Placements with Machine Learning Algorithms

2nd International Conference on Pioneer and Academic Research, Konya, Türkiye, 15 - 16 Eylül 2025, cilt.1, ss.113-118, (Tam Metin Bildiri)

7. Predicting Screen Exposure in Children Using Machine Learning Techniques

7th International Conference on Innovative Academic Studies, Konya, Türkiye, 2 - 03 Eylül 2025, cilt.1, ss.371-377, (Tam Metin Bildiri)

8. Investigating the Effect of Cuckoo Optimization and Random Forest Algorithms on Survival Prediction on Titanic Data

2nd International Conference on Pioneer and Innovative Studies, Konya, Türkiye, 30 - 31 Ocak 2025, cilt.1, ss.81-87, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

9. Medical Cost Calculation with Machine Learning Based Regression Analysis

4th International Conference on Engineering, Natural and Social Sciences, Konya, Türkiye, 22 - 23 Ekim 2024, ss.237-242, (Tam Metin Bildiri)

10. Performance Effects of Principal Component Analysis on an LSTM-Based Deep Learning Model

6th International Conference on Applied Engineering and Natural Sciences, Konya, Türkiye, 25 - 26 Eylül 2024, ss.150-156, (Tam Metin Bildiri)

11. Water Quality Analysis Using XGBoost Algorithm With Hyperparameter Tuning

3rd International Conference on Scientific and Innovative Studies, Konya, Türkiye, 11 - 12 Eylül 2024, ss.157-164, (Tam Metin Bildiri)

12. Gender Recognition and Classification with Gradient Boosting Algorithm with Different Learning Rates

5th International Conference on Engineering and Applied Natural Sciences, Konya, Türkiye, 25 - 26 Ağustos 2024, ss.189-195, (Tam Metin Bildiri)

13. Implementing a Stock Price Prediction Model with Deep Neural Networks

4th International Conference on Scientific and Academic Research, Konya, Türkiye, 19 - 20 Temmuz 2024, ss.146-152, (Tam Metin Bildiri)

14. A Comparison of SVM Kernel Functions for Android Malware Classification

3rd International Conference on Frontiers in Academic Research, Konya, Türkiye, 15 - 16 Haziran 2024, ss.523-531, (Tam Metin Bildiri)

15. Comparative Detection of Mint Leaf Diseases with Transfer Learning Based Methods

3rd International Conference on Engineering, Natural and Social Sciences, Konya, Türkiye, 16 - 17 Mayıs 2024, ss.113-120, (Tam Metin Bildiri)

16. CottonCNN-SH: Classification of Cotton Diseases with Conventional Based CNN Approach

2nd International Conference on Scientific and Innovative Studies, Konya, Türkiye, 18 - 19 Nisan 2024, ss.351-358, (Tam Metin Bildiri)

17. Classification of Breast Cancer with Pre-trained Models

10th International 19 May Congress of Innovative Scientific Approaches, Samsun, Türkiye, 3 - 04 Ekim 2023, cilt.1, ss.212-223, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

18. Classification of Satellite Images with A Novel Convolution-Based Model

5th International Artemis Congress on Life, Engineering, and Applied Sciences, İzmir, Türkiye, 1 - 03 Ekim 2023, ss.3-12, (Tam Metin Bildiri)

19. Flame Detection Using A Novel Convolution Neural Networks

UMTEB - XIV International Scientific Research Congress, Naples, İtalya, 14 - 15 Eylül 2023, ss.60-70, (Tam Metin Bildiri)

20. Detecting Wheat Head from the Image with A Novel YOLO-V3

International Aegean Conferences On Innovation Technologies & Engineering-VIII, İzmir, Türkiye, 23 - 25 Eylül 2023, ss.110-121, (Tam Metin Bildiri)

21. Classification of Poisonous and Edible Mushrooms with Optimized Classification Algorithms

5th International Conference on Applied Engineering and Natural Sciences, Konya, Türkiye, 10 - 12 Temmuz 2023, cilt.1, ss.408-415, (Tam Metin Bildiri)

22. Classification of Weather Phenomenon with a New Deep Learning Method Based on Transfer Learning

1st International Conference on Recent Academic Studies, Konya, Türkiye, 2 - 04 Mayıs 2023, cilt.1, ss.92-99, (Tam Metin Bildiri)

23. Measuring the Effect of Data Augmentation in a CNN-Based Deep Neural Network Model

1st International Conference on Scientific and Innovative Studies, Konya, Türkiye, 18 - 20 Nisan 2023, cilt.1, ss.124-132, (Tam Metin Bildiri)

24. Classification of Plant Species with Transfer Learning-Based Methods

DEU International Symposium Series on Graduate Researches-2022 Datascience, İzmir, Türkiye, 2 - 03 Aralık 2022, (Tam Metin Bildiri)

25. Analysis of Rice Leaf Diseases with Deep Learning

2nd International Conference on Engineering, Natural and Social Sciences ICENSOS 2023, Konya, Türkiye, 4 - 06 Nisan 2023, cilt.1, ss.89-95, (Tam Metin Bildiri)

26. A Novel Method for Classification of Butterfly Species Using CNN

2nd International Conference on Scientific and Academic Research ICSAR 2023, Konya, Türkiye, 14 - 16 Mart 2023, cilt.1, ss.263-269, (Tam Metin Bildiri)

27. Sign Language Alphabets Classification by Convolutional Neural Networks

1st International Conference on Trends in Advanced Research, Konya, Türkiye, 04 Mart 2023, cilt.1, ss.85-90, (Tam Metin Bildiri)

28. Classification of Traffic Signs with Convolutional Neural Network

1st International Conference on Frontiers in Academic Research, Konya, Türkiye, 18 - 21 Şubat 2023, cilt.1, ss.83-94, (Tam Metin Bildiri)

29. Segmentation of Breast Lesion Images with UNet-Based Deep Convolutional Neural Networks

2nd International Conference on Innovative Academic Studies, Konya, Türkiye, 28 Ocak 2023, cilt.2, ss.169-175, (Tam Metin Bildiri)

30. Fruit and Vegetable Classification with CNN Model Based on Transfer Learning

3rd International Conference on Engineering and Applied Natural Sciences, Konya, Türkiye, 14 - 17 Ocak 2023, ss.272-280, (Tam Metin Bildiri)

31. Cilt Kanserlerinin Derin Öğrenme Yaklaşımları ile Sınıflandırılması

1st International Conference on Innovative Academic Studies, Konya, Türkiye, 10 - 13 Eylül 2022, ss.165-173, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

32. Fruit Classification with EfficientNet Based Deep Learning Model

1st International Conference on Innovative Academic Studies, Konya, Türkiye, 10 - 13 Eylül 2022, ss.377-383, (Tam Metin Bildiri)

33. Fruit Classification with Transfer Learning Based Deep Learning Models

IV. International Ankara Multidisciplinary Studies Congress, Ankara, Türkiye, 29 - 31 Temmuz 2022, ss.585-593, (Tam Metin Bildiri)

34. GRU ve CNN Tabanlı Hibrit Derin Öğrenme Modeli ile Çok Etiketli Metin Analizi

3rd International Conference on Applied Engineering and Natural Sciences, Konya, Türkiye, 20 - 23 Temmuz 2022, (Tam Metin Bildiri)

35. Sahte Haber Verilerinin Konvolüsyonel Sinir Ağı İle Sınıflandırılması

8th International Mardin Artuklu Scientific Researches Conference, Mardin, Türkiye, 4 - 06 Haziran 2022, ss.780-788, (Tam Metin Bildiri)

36. Yenilemeli Sinir Ağı Tabanlı Çok Etiketli Metin Analizi

8th International Mardin Artuklu Scientific Researches Conference, Mardin, Türkiye, 4 - 06 Haziran 2022, ss.1315-1321, (Tam Metin Bildiri)

37. Performing Regression Analysis for Yield Estimation of Different Agricultural Crops

ISPEC 9th International Conference On Agriculture, Animal Sciences And Rural Development, Burdur, Türkiye, 19 - 20 Mart 2022, ss.1015-1027, (Tam Metin Bildiri)

38. Development of Energy Saving System Based on Microcontroller for Boiler Manufacturer

ÇETİNER İ., ÇETİNER H.

9. European Conference on Renewable Energy Systems, İstanbul, Türkiye, 21 - 23 Nisan 2021, ss.165-170, (Tam Metin Bildiri)

39. Comparison of Different Regression Algorithms for Estimating Energy Consumption

ÇETİNER İ., ÇETİNER H., VAR A. A.

9. European Conference on Renewable Energy Systems, İstanbul, Türkiye, 21 - 23 Nisan 2021, ss.230-235, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

40. Development of Energy Saving System Based on Microcontroller

ÇETİNER İ., ÇETİNER H.

8th International Ege Energy Symposium and Exhibition, Afyon, Türkiye, 11 - 13 Mayıs 2016, (Tam Metin Bildiri)

41. Classification using Artificial Neural Network of Knot Images on Wood

Elektrik – Elektronik ve Bilgisayar Sempozyumu, Tokat, Türkiye, 13 - 15 Mayıs 2016, cilt.5, ss.264-271, (Tam Metin Bildiri)

42. Boyutu Yüksek Görüntülerin Öznitelik Dönüşüm Yöntemiyle Analizi

ÇETİNER H., KUŞCU Ö., TATLI M.

XVI. Akademik Bilişim, Mersin, Türkiye, 5 - 07 Şubat 2014, ss.1063-1070, (Tam Metin Bildiri)

43. Evaluation of fetal lung with quantitative texture analysis before and after maternal corticosteroid treatment

YILDIZ Ü. G., SEZİK M., ÇETİNER H., AYDOĞAN T.

14th World Congress in Fetal Medicine, Yunanistan, 21 - 25 Haziran 2015, (Özet Bildiri)

44. Optical disc detection based on intensity and feature in the retinal images Retinal Görüntülerde Yoʇunluk ve Öznitelik Tabanli Optik Disk Tespiti

ÇETİNER H., CETİŞLİ B.

2015 23rd Signal Processing and Communications Applications Conference, SIU 2015, Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.208-211, (Tam Metin Bildiri)

45. Fetal Akciğer Ultrasonografik Görüntülerinin Dijital Doku Çözümlemesi Yöntemi İle Değerlendirilmesi

YILDIZ Ü. G., SEZİK M., ÇETİNER H., AYDOĞAN T.

13. Ulusal Jinekoloji ve Obstetrik Kongresi, Türkiye, 11 Mayıs - 15 Haziran 2015, ss.876-877, (Özet Bildiri)

46. Wood surface analysis with image processing techniques

2014 IEEE 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.393-396, (Tam Metin Bildiri)

47. Classification of KNOT defect types

2014 IEEE 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.1086-1089, (Tam Metin Bildiri)

48. Wood surface analysis with image processing techniques Görüntü işleme teknikleri ile ahşap yüzey analizi