Publications & Works

Journal articles indexed in SCI, SSCI, and AHCI 16

8. Optimum design of linear and circular antenna arrays using equilibrium optimization algorithm

INTERNATIONAL JOURNAL OF MICROWAVE AND WIRELESS TECHNOLOGIES , vol.13, no.9, pp.986-997, 2021 (SCI-Expanded) identifier identifier

10. A comparison of swarm-based optimization algorithms in linear antenna array synthesis

Journal of Computational Electronics , vol.20, no.4, pp.1520-1531, 2021 (SCI-Expanded) identifier identifier

14. Fusion of multi-focus images using differential evolution algorithm

Expert Systems with Applications , vol.37, pp.8861-8870, 2010 (SCI-Expanded) identifier identifier
Articles Published in Other Journals 10

1. Comparative study of machine learning and ensemble learning approach on tool wear classification

Journal of Advances in Manufacturing Engineering , vol.6, no.2, pp.86-93, 2025 (Peer-Reviewed Journal) Creative Commons License

2. Fine-tuning Large Language Models for Turkish Flutter Code Generation

Sakarya University Journal of Computer and Information Sciences , vol.8, no.4, pp.637-650, 2025 (Scopus) Creative Commons License

4. Multilevel Thresholding for Brain MR Image Segmentation using Swarm-Based Optimization Algorithms

Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi , vol.27, no.3, pp.726-754, 2024 (Peer-Reviewed Journal) Creative Commons License Sustainable Development identifier

5. Robust Image Watermarking using Discrete Cosine Transform DC Components and Multi-Adaptive Scaling Factors

Eskişehir Osmangazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi , vol.30, no.2, pp.190-200, 2022 (Peer-Reviewed Journal) Creative Commons License

6. Fusion of Multi-Focus Images using Jellyfish Search Optimizer

European Journal of Science and Technology , vol.37, pp.147-155, 2022 (Peer-Reviewed Journal) Creative Commons License

7. Classification of Apple Varieties by Types Using Image Processing Techniques

Avrupa Bilim ve Teknoloji Dergisi , vol.37, pp.131-138, 2022 (Peer-Reviewed Journal) Creative Commons License

8. Segmentation of 3-Dimensional Point Clouds with Region-Growing and Clustering Based Methods

Avrupa Bilim ve Teknoloji Dergisi , vol.29, pp.99-104, 2021 (Peer-Reviewed Journal) Creative Commons License

9. Fusion of Multi Focus Images Using Genetic Algorithm

Sigma Mühendislik ve Fen Bilimleri Dergisi , vol.5, no.1, pp.25-37, 2013 (ESCI) Creative Commons License Sustainable Development
Papers Presented at Peer-Reviewed Scientific Conferences 46

1. A Benchmark Study on Classical Data Augmentation for Image Classification with Custom CNNs

In Proceedings of the 2nd International Conference on Advances in Electrical, Electronics, Energy, and Computer Sciences - ICEEECS, Skopje, Macedonia, 24 - 25 October 2025, pp.91-99, (Full Text)

2. Enhancing Fire and Smoke Detection with YOLOv8: A Comparative Study of Self-Supervised Learning and Attention Mechanisms

2025 10th International Conference on Computer Science and Engineering (UBMK), IEEE, İstanbul, Turkey, 17 - 21 September 2025, pp.1036-1041, (Full Text)

3. Fine Tuning DeepSeek and Llama Large Language Models with LoRA

2025 33rd Signal Processing and Communications Applications Conference (SIU), İstanbul, Turkey, 25 - 28 June 2025, pp.1-4, (Full Text)

4. Benchmarking CNN Architectures for Eye Disease Detection with Transfer Learning Techniques

2025 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS), Gaziantep, Turkey, 27 - 28 June 2025, pp.1-8, (Full Text)

5. Scheduling Pressure Reducing Valves for Reducing Water-Leakage in Urban Networks Using K-Means Algorithm

2nd International Conference on Engineering, Natural Sciences, and Technological Developments (ICENSTED 2025), Bayburt, Turkey, 20 - 23 June 2025, pp.352-360, (Full Text) Creative Commons License

6. A Comprehensive Investigation into Strip Steel Defect Detection using Traditional Machine Learning and Deep Learning Models

2025 7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA), Ankara, Turkey, 23 - 24 May 2025, pp.1-4, (Full Text) Sustainable Development

7. Comparative Study of Machine Learning and Ensemble Learning Approach on Tool Wear Classification

12th International Congress on Machining, UTIS 2024, Antalya, Turkey, 1 - 03 November 2024, pp.261-269 Creative Commons License Sustainable Development

8. Re-exploring the Kayseri Culture Route by Using Deep Learning for Cultural Heritage Image Classification

AICCONF '24: Cognitive Models and Artificial Intelligence Conference (Association for Computing Machinery, NY, US), İstanbul, Turkey, 25 May 2024, pp.196-201, (Full Text) Creative Commons License Sustainable Development identifier

9. Prediction of Groundwater Level with Nonlinear Autoregressive Neural Networks

BMYZ2023 - Cognitive Models and Artificial Intelligence Conference, Ankara, Turkey, 26 - 28 October 2023, vol.6, pp.59-63 Sustainable Development

10. Fusion of Multi-modal Medical Images with Image Fusion Methods

BMYZ2023 - Cognitive Models and Artificial Intelligence Conference, Ankara, Turkey, 26 - 28 October 2023, vol.6, pp.70-75 Sustainable Development

11. Automation of Urban Water Management Systems: A Machine Learning Approach

6th Arab Water Week , AWW2023, Amman, Jordan, 5 - 09 March 2023, pp.1 Sustainable Development

12. Linear Antenna Array Synthesis Using Atomic Orbital Search Algorithm

International Congress on Scientific Advances, ICONSAD 2021, Ankara, Turkey, 22 - 25 December 2021, pp.23-27 Creative Commons License

13. Classification of Benign and Malignant Tumors by Machine Learning Methods using MRI Images of the Brain

3rd International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2021), Ankara, Turkey, 15 - 17 December 2021, pp.85 Creative Commons License Sustainable Development

14. Prediction of Cardiovascular Diseases with Machine Learning Algorithms

8th International Engineering, Architecture and Design Congress, Ankara, Turkey, 6 - 07 December 2021, pp.1108 Creative Commons License Sustainable Development

15. Segmentation of Histological Images using Artificial Bee Colony Algorithm

International Cumhuriyet Artificial Intelligence Applications Conference, CAIAC 2021, Sivas, Turkey, 3 - 04 December 2021, pp.1-5 Creative Commons License

16. Artificial Bee Colony Algorithm For Anomaly Based Intrusion Detection

International Congress on Multidisciplinary Natural Sciences and Engineering, ICOMNAS 2021, Ankara, Turkey, 1 - 02 December 2021, pp.90 Creative Commons License

17. Energy Efficiency Optimization with Artificial Bee Colony Algorithm in Water Supply Systems

Uluslararası Katılımlı 23. Isı Bilimi ve Tekniği Kongresi, ULIBTK 2021, Gaziantep, Turkey, 8 - 10 September 2021, vol.2, pp.1168-1178 Creative Commons License Sustainable Development

19. A Novel Web Application for Image Fusion

ICIT 2015 The 7th International Conference on Information Technology , Amman, Jordan, 15 May 2015, pp.397-401, (Full Text) Creative Commons License

20. Image Watermarking using DC Component of DCT

ICIT 2015 The 7th International Conference on Information Technology, Amman, Jordan, 15 May 2015, pp.344-348 Creative Commons License

21. Plane Segmentation of Kinect Point Clouds using RANSAC

7th International Conference on Information Technology, ICIT 2015, Amman, Jordan, 01 May 2015, pp.545-551 Creative Commons License

22. Genetik Algoritma Kullanarak Resim Uzayında Çoklu-Algılayıcılı Görüntü Birleştirme

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, ASYU 2012, Trabzon, Turkey, 03 July 2012, pp.42-46 Creative Commons License

23. Sınırlı Alan Derinliğini Artırmak İçin Genetik Algoritmaya Dayalı Yeni Bir Yöntem

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, ASYU 2012, Trabzon, Turkey, 03 July 2012, pp.30-34 Creative Commons License

25. A comparison of image fusion methods on visible, thermal and multi-focus images for surveillance applications

4th International Conference on Imaging for Crime Detection and Prevention, ICDP 2011, London, United Kingdom, 01 January 2011, pp.1-6, (Full Text) Creative Commons License

26. Extending depth-of-field of a digital camera using particle swarm optimization based image fusion

14th IEEE International Symposium on Consumer Electronics, ISCE 2010, Braunschweig, Germany, 7 - 10 June 2010, (Full Text) Creative Commons License identifier

27. Multi-Focus Image Fusion In Spatial Domain Using Artificial Bee Colony Optimization Algorithm

International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2010, Kayseri, Turkey, 21 July 2010, pp.1-5 Creative Commons License

28. Görünür ve Termal Görüntülerin Birleştirilmesinde Kullanılan Çoklu-Ölçekli Yöntemlerin Karşılaştırılması

Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu, UZALCBS 2010, Kayseri, Turkey, 01 June 2010, pp.1-5 Creative Commons License

29. Extending depth-of-field by image fusion using multi-objective genetic algorithm

2009 7th IEEE International Conference on Industrial Informatics, INDIN 2009, Cardiff, United Kingdom, 23 - 26 June 2009, pp.331-336 Creative Commons License identifier identifier

31. A comparison of different focus measures for use in fusion of multi-focus noisy images

4th International Conference on Information Technology, ICIT 2009, Amman, Jordan, 03 June 2009, pp.1-5 Creative Commons License

32. Genetik Algoritma Kullanarak Görüntü Kaynaştırma Tabanlı Görünür Damgalama

3. Uluslararasi Katilimli Bilgi Guvenligi ve Kriptoloji Konferansi, ISCTURKEY 2008, Ankara, Turkey, 25 December 2008, pp.178-182 Creative Commons License

33. Multi-Focus Image Fusion Using A Fuzzy Criterion Function

6th International Symposium on Intelligent And Manufacturing Systems, IMS 2008, Sakarya, Turkey, 14 October 2008, pp.1-5 Creative Commons License

34. A region Based Defocusing Method for Fusion of Multi-Focus Images

2. Uzaktan Algilama ve Cografi Bilgi Sistemleri Sempozyumu, UZALCBS 2008, Kayseri, Turkey, 13 October 2008, pp.612-620 Creative Commons License

35. Parçacık Sürü Optimizasyonu ile DWT-SVD Tabanlı Resim Damgalama

Uluslararası Katılımlı Bilgi Güvenliği ve Kriptoloji Konferansı, ISCTURKEY 2007, Ankara, Turkey, 13 December 2007, pp.213-218 Creative Commons License

37. Yapay Sinir Ağları ve Coğrafi Bilgi Sistemlerindeki Uygulamaları

Ulusal Coğrafi Bilgi Sistemleri Kongresi, CBS 2007, Trabzon, Turkey, 30 October 2007, pp.1-5 Creative Commons License

39. A Low-Cost Wireless Healthcare Monitoring System And Communication to a Clinical Alarm Station

5th INTERNATIONAL CONFERENCE on ELECTRICAL and ELECTRONICS ENGINEERING, ELECO 2007, Bursa, Turkey, 05 December 2007, pp.1-5 Creative Commons License

42. Cep Bilgisayarı (PDA) Tabanlı Taşınabilir Kablosuz Elektrokardiyogram İzleme ve Alarm Sistemi

Elektrik, Elektronik ve Bilgisayar Mühendisliği Sempozyumu, ELECO 2006, Bursa, Turkey, 06 December 2006, pp.6-10 Creative Commons License

43. Taşınabilir Uzaktan Sağlık İzleme Sistemlerine Yeni Bir Yaklaşım: Mobil Sağlık Danışmanı

URSI Turkiye 2006, 3. Bilimsel Kongresi, Ankara, Turkey, 6 - 07 September 2006, pp.523-525 Creative Commons License

44. Skin wound analysis using digital image processing Deri üzerindeki yaralarin sayisal görü ntü işleme ile analizi

IEEE 13th Signal Processing and Communications Applications Conference, SIU 2005, Kayseri, Turkey, 16 - 18 May 2005, vol.2005, pp.645-648 Creative Commons License identifier

45. Voice Recognition Based On Neural Networks

IJCI Proceedings of International Conference on Signal Processing, ICSP 2003, Çanakkale, Turkey, 01 June 2003, pp.280-285 Creative Commons License

46. Speaker Identification using Neural Networks

III. Ulusal Proje Araniyor Ogrenci Sempozyumu, Kayseri, Turkey, 28 - 30 April 2003, pp.90-95 Creative Commons License
Books 5

1. Data Augmentation in Image Classification Using Deep Learning

in: Akademik Perspektiften Bilgisayar Bilimleri ve Mühendisliği, Dr.Öğr.Üyesi Mehmet Süleyman YILDIRIM, Editor, Yaz Yayınları, Afyonkarahisar, pp.67-102, 2025 Creative Commons License

2. Comparison of Text-to-Image Generative AI Tools for Urban Portraits: A case study of Invisible Cities by using Stable Diffusion, DALL-E and MidJourney

in: International Studies and Evaluations in the Field of City, Region and Planning, Prof. Dr. Sertaç Güngör, Editor, Serüven Publishing, Ankara, pp.49-76, 2024 Creative Commons License Sustainable Development

3. Optimizing Traffic Signal in Smart Cities using Metaheuristic Algorithms: A Case Study From Kayseri

in: New Approaches in Engineering Sciences, Assoc. Prof. Özlem Sallı Bideci, Editor, Platanus Publishing, Ankara, pp.66-112, 2024 Creative Commons License

4. Comparison of Image Fusion Methods to Extend Cameras' Limited Depth of Field and Provide Improved Night Vision

in: Industrial Application of Intelligent Systems II, Prof. Dr. Eyyüp GÜLBANDILAR, Editor, Bidge Yayınları, Ankara, pp.129-158, 2023 Creative Commons License Sustainable Development

5. Su Temin ve Dağıtım Sistemlerinin Otomasyonunda Endüstri 4.0, Nesnelerin İnterneti, Bulut Bilişim, Makine Öğrenimi ve Optimizasyon Uygulamaları

in: Mühendislikte Araştırma ve Değerlendirmeler II, Prof. Dr. Coşkun ÖZALP,Doç. Dr. Nurettin AKÇAKALE, Editor, Gece Kitaplığı, Ankara, pp.49-70, 2022 Creative Commons License Sustainable Development
Metrics

Publication

77

Publication (WoS)

12

Publication (Scopus)

23

Citation (WoS)

491

H-Index (WoS)

11

Citation (Scopus)

640

H-Index (Scopus)

11

Citation (Scholar)

940

H-Index (Scholar)

13

Citation (Sobiad)

66

H-Index (Sobiad)

3

Project

10

Intellectual Property

1
UN Sustainable Development Goals