Doç. Dr. VOLKAN KAYA

Yayın Ağı

Makaleler 16

1. LAViT: Class-Aware Vision Transformer with Learnable Attention for Pest Recognition in Agricultural Fields

TAŞTİMUR TEMİZ C., KAYA V.

Tarim Bilimleri Dergisi , cilt.32, sa.2, ss.474-497, 2026 (SCI-Expanded, Scopus, TRDizin)

2. Multi-Class Electronic Waveform Recognition: Comparative Analysis of Classification Performances of Machine Learning Methods

Arslan C., Kaya V.

Artificial Intelligence Studies (AIS) , cilt.8, sa.1, ss.88-99, 2025 (Hakemli Dergi)

3. Classification of Lung and Colon Cancer Histopathological Images using a Novel Artificial Intelligence Method

Akgül İ., Kaya V., Bal Taştan T.

Artificial Intelligence Studies (AIS) , cilt.7, sa.2, ss.36-52, 2024 (Hakemli Dergi)

4. A Novel Artificial Intelligence-Based Hybrid System to Improve Breast Cancer Detection Using DCE-MRI

Akgül İ., Kaya V., Karavaş E., Aydın S., Baran A.

BULLETIN OF THE POLISH ACADEMY OF SCIENCES. TECHNICAL SCIENCES , cilt.72, sa. 3, ss.1-11, 2024 (SCI-Expanded, Scopus)

5. Classification of Plant Species from Microscopic Plant Cell Images Using Machine Learning Methods

ARSLAN C., KAYA V.

International Research Journal of Engineering and Technology (IRJET) , cilt.11, sa.5, ss.853-861, 2024 (Hakemli Dergi)

6. Covid-19 detection on x-ray images using a deep learning architecture

Akgül İ., Kaya V., Ünver E., Karavaş E., Baran A., Tuncer S.

JOURNAL OF ENGINEERING RESEARCH , cilt.11, sa.2B, ss.15-26, 2023 (SCI-Expanded, Scopus)

7. Classification of waste materials with a smart garbage system for sustainable development: a novel model

Kaya V.

FRONTIERS IN ENVIRONMENTAL SCIENCE , cilt.11, sa.2023, ss.1-9, 2023 (SCI-Expanded, Scopus)

8. A Novel Hybrid Model Based on Machine and Deep Learning Techniques for the Classification of Microalgae

Kaya V., Akgül İ., Tanır Ö. Z.

Phyton-International Journal of Experimental Botany , cilt.92, sa.9, ss.2519-2534, 2023 (SCI-Expanded, Scopus)

9. A novel hybrid system for automatic detection of fish quality from eye and gill color characteristics using transfer learning technique.

Akgül İ., Kaya V., Zencir Tanır Ö.

PloS one , cilt.18, sa.4, 2023 (SCI-Expanded, Scopus)

10. Classification of skin cancer using VGGNet model structures

Kaya V., Akgül İ.

Gümüşhane Üniversitesi Fen Bilimleri Dergisi , cilt.13, sa.1, ss.190-198, 2023 (TRDizin)

11. IsVoNet8: A Proposed Deep Learning Model for Classification of Some Fish Species

Kaya V., Akgül İ., Zencir Tanır Ö.

TARIM BILIMLERI DERGISI , cilt.29, sa.1, ss.298-307, 2023 (SCI-Expanded, Scopus)

12. Detection of Defects in Printed Circuit Boards with Machine Learning and Deep Learning Algorithms

Kaya V., Akgül İ.

Avrupa Bilim ve Teknoloji Dergisi , sa.41, ss.183-186, 2022 (Hakemli Dergi)

13. REALIZATION OF A YOLO-V3-BASED APPLICATION FOR THE DETECTION OF TICK-BORNE CASES

Akgül İ., Kaya V.

Engineering Sciences , cilt.17, sa.3, ss.35-41, 2022 (Hakemli Dergi)

14. CLASSIFICATION of CELLS INFECTED with the MALARIA PARASITE with RESNET ARCHITECTURES

Akgül İ., Kaya V.

Journal of scientific reports-A (Online) , sa.048, ss.42-54, 2022 (TRDizin)

15. Detection and Classification of Different Weapon Types Using Deep Learning

Kaya V., Tuncer S., Baran A.

APPLIED SCIENCES-BASEL , cilt.11, sa.16, 2021 (SCI-Expanded, Scopus)

16. Dinamit Destekli Terör Faaliyetlerinin Önlenmesi İçin Derin Öğrenme Temelli Güvenlik Destek Sistemi

Kaya V., Baran A., Tuncer S.

Avrupa Bilim ve Teknoloji Dergisi , sa.22, ss.81-85, 2021 (TRDizin)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 11

1. ChatGPT'nin Matematik Eğitiminde Kavramsal Anlamanın Geliştirilmesine Katkısı

Arslan C., Kaya V.

INTERNATIONAL EDUCATION CONGRESS 2024, Diyarbakır, Türkiye, 18 - 21 Eylül 2024, ss.1419-1430, (Tam Metin Bildiri)

2. CLASSIFICATION OF HAND DRAWN GEOMETRIC SHAPES WITH MACHINE LEARNING METHODS

Kaya V., Arslan C.

3RD INTERNATIONAL AZERBAIJAN CONGRESS ON LIFE, ENGINEERING, AND APPLIED SCIENCES, Baku, Azerbaycan, 26 - 28 Kasım 2022, ss.111-116, (Tam Metin Bildiri)

3. Classification of Electronic Circuit Elements by Machine Learning Based Methods

Kaya V., Akgül İ.

6th INTERNATIONAL CONFERENCE ON ADVANCES IN NATURAL & APPLIED SCIENCE, Ağrı, Türkiye, 11 - 13 Ekim 2022, ss.136-140, (Tam Metin Bildiri)

4. Recognition and Classification of Vegetable Types in Agricultural Areas Using the Mobilenet Model Structure

Kaya V., Akgül İ.

1st International Computer Science, Engineering and Information Technology Congress (ICSITY 2022), Warszawa, Polonya, 29 - 30 Eylül 2022, ss.63-70, (Tam Metin Bildiri)

5. DETECTION BASED ON TRANSFER LEARNING APPROACH FOR PREVENTION AND EARLY DETECTION OF PEACH PLANT DISEASE FROM LEAF IMAGES

Akgül İ., Kaya V.

USBILIM 2nd International Conference on Artificial Intelligence Studies, Ankara, Türkiye, 17 - 18 Eylül 2022, ss.99-104, (Tam Metin Bildiri)

6. A REVIEW ON ARTIFICIAL NEURAL NETWORKS

Akgül İ., Kaya V.

Rumeli 1ST International Scientific Research Conference On Sustainable Engineering And Technology (ISRCSET’22), İstanbul, Türkiye, 13 - 15 Mayıs 2022, ss.136-145, (Tam Metin Bildiri)

7. DETECTION OF POTHOLES ON HIGHWAY USING DEEP LEARNING

Kaya V., Akgül İ.

7th INTERNATIONAL CONGRESS ON ENGINEERING AND TECHNOLOGY MANAGEMENT, İstanbul, Türkiye, 16 - 18 Nisan 2022, ss.361-367, (Tam Metin Bildiri)

8. Koronavirüse Karşı Yüz Maskesi Tespitinin Derin Öğrenme Yöntemleri Kullanılarak İncelenmesi

Akgül İ., Kaya V., Baran A.

4. Uluslararası İpek Yolu Akademik Çalışmalar Sempozyumu, Nevşehir, Türkiye, 17 - 18 Aralık 2020, ss.149-154, (Tam Metin Bildiri)

9. Derin Öğrenme Yöntemleri Kullanılarak Nesne Tanıma

Kaya V., Tuncer S., Baran A.

International Science and Technology Conference, Lefkoşa, Kıbrıs (Kktc), 2 - 04 Eylül 2020, ss.277-287, (Tam Metin Bildiri)

10. Z Kaynak Eviriciler

Kaya V., Tuncer S.

2. Ulusal Meslek Yüksekokulları Sosyal ve Teknik Bilimler Kongresi, Erzincan, Türkiye, 7 - 08 Mayıs 2015, ss.216, (Özet Bildiri)

11. Tangam Oyununun Uzamsal Görselleştirme ve Zihinsel Döndürmeye Etkisi

Say M., Kaya V., Karakuş T., Arslantaş A.

2. Ulusal Meslek Yüksekokulları Sosyal ve Teknik Bilimler Kongresi, Erzincan, Türkiye, 7 - 08 Mayıs 2015, ss.210, (Özet Bildiri)

Kitaplar 6

1. The Role of Artificial Intelligence in Genetic Systems

Meydan M., Kaya V.

AI-DRIVEN DIGITAL ECOSYSTEMS: FROM GENETICS TO IOT FOR A SECURE AND SUSTAINABLE FUTURE, GÜLBANDILAR EYYÜP, Editör, BIDGE Publications, Ankara, ss.95-133, 2025

2. Artificial Intelligence Methods in Aquaculture: Review, Application and Challenges

Zencir Tanır Ö., Kaya V.

Practical Artificial Intelligence Applications 2, Prof.Dr.Eyyüp GÜLBANDILAR, Editör, BIDGE Publications, Ankara, ss.49-90, 2024

3. TIME COMPLEXITY OF MACHINE LEARNING METHODS: A REVIEW

Arslan C., Kaya V.

INTERNATIONAL THEORY, RESEARCH AND REVIEWS IN ENGINEERING, Özalp Coşkun,Bardak Selahattin, Editör, Serüven, Ankara, ss.61-91, 2023

4. A PERSPECTIVE ON TRANSFER LEARNING IN COMPUTER VISION

Kaya V.

Advances in Engineering Sciences, Başyiğit Kılıç Gülden, Editör, Platanus, Ankara, ss.332-359, 2023

5. OBJECT DETECTION WITH ARTIFICIAL INTELLIGENCE: YOLO APPLICATION

Kaya V., Akgül İ.

Interdisciplinary Engineering Sciences Concepts, Researches and Applications, Prof. Dr. Serkan Islak, Editör, Livre de Lyon, Lyon, ss.109-126, 2022

6. Learning Performance of Optimization Algorithms in Convolutional Neural Networks: An Application

Akgül İ., Kaya V.

INSAC Scientific Researches in Natural and Engineering Sciences, Doç.Dr. Sadık Alper Yıldızel,Doç. Dr. Selmin Ener Ruşen, Editör, Duvar Yayınları, Ankara, ss.215-236, 2022