Publications & Works

Publication Network
Articles 31
All (31)
SCI-E, SSCI, AHCI (13)
SCI-E, SSCI, AHCI, ESCI (20)
ESCI (7)
Scopus (16)
TRDizin (17)
Other Publications (2)

1. A hybrid fuzzy-CNN model with feature extraction from MACD-based trends for stock market movement forecasting

Ozdogan L., YILDIZ O., BORAN F. E.
EXPERT SYSTEMS WITH APPLICATIONS , vol.296, 2026 (SCI-Expanded, Scopus) identifier identifier

2. Fuzzy linguistic summarization of time series with interval type-2 fuzzy c-means: BIST100 sample stock application Aralıklı tip-2 bulanık c-ortalama ile zaman serilerinin bulanık dilsel özetlemesi: BIST100 örnek hisse uygulaması

Özdoğan İ., BORAN F. E., YILDIZ O.
Journal of the Faculty of Engineering and Architecture of Gazi University , vol.40, no.3, pp.1659-1672, 2025 (SCI-Expanded, Scopus, TRDizin) identifier identifier

3. Deep Learning–Based Diagnosis of Chondromalacia Patella from Magnetic Resonance Images

Demirtaş O., KUŞ S., Demirel S., Akkaya H. E., YILDIZ O., KAZCI Ö.
Current Research in MRI , vol.4, 2025 (Peer-Reviewed Journal)

4. Comparative Analysis of Ad Click Behavior Prediction Using GAN-Augmented Data and Traditional Machine Learning Techniques

Mandan A. S., YILDIZ O.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.28, no.2, 2025 (ESCI, TRDizin) identifier identifier

5. VisDist-Net: A New Lightweight Model for Fruit Freshness Classification

Demirel S., YILDIZ O.
FOOD ANALYTICAL METHODS , vol.18, no.2, pp.229-244, 2025 (SCI-Expanded, Scopus) identifier identifier

6. Predicting surface roughness with machine learning

Bayram B. S., Yıldız O., Korkut İ.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.28, no.1, 2025 (ESCI, TRDizin) Sustainable Development identifier identifier

7. Enhancing fruit freshness classification with adaptive knowledge distillation and global response normalization in convolutional networks

Demirel S., YILDIZ O.
PeerJ Computer Science , vol.11, 2025 (SCI-Expanded, Scopus) identifier identifier identifier

8. Target Detection in Unbalanced Doppler Radar Data Using Convolutional Neural Network

Erdogan M., YILDIZ O.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.27, no.4, 2024 (ESCI, TRDizin) Creative Commons License Sustainable Development identifier

9. Implementation of C5.0 Algorithm using Chi-Square Feature Selection for Early Detection of Hepatitis C Disease

Mahmud M., Budiman I., Indriani F., Kartini D., Faisal M. R., Rozaq H. A. A., et al.
Journal of Electronics, Electromedical Engineering, and Medical Informatics , vol.6, no.2, pp.116-124, 2024 (Scopus) identifier

10. WECNN-PDP: Weighted Ensemble Convolutional Neural Networks Models to Improve the Plant Disease Prediction

SUTAJI D., YILDIZ O., Rosyid H., Chotijah U.
E3S Web of Conferences , vol.482, 2024 (Scopus) identifier

11. Lightweight encryption mechanism with discrete-time chaotic maps for Internet of Robotic Things

Kiran H. E., Akgul A., YILDIZ O., Deniz E.
Integration , vol.93, 2023 (SCI-Expanded, Scopus) identifier identifier

12. VERİ MADENCİLİĞİ YÖNTEMLERİ İLE TARIMSAL VERİ ANALİZİ: BİR AKILLI TARIM SİSTEMİ ÖNERİSİ

ÖZER B., KUŞ S., YILDIZ O.
Mühendislik Bilimleri ve Tasarım Dergisi , vol.10, 2022 (TRDizin)

13. Beyin Tümör Tespiti İçin Derin Öğrenme Temelli Bilgisayar Destekli Tanı Sistemi

Doğanay T., YILDIZ O.
Düzce Üniversitesi Bilim ve Teknoloji Dergisi , 2022 (TRDizin)

14. LEMOXINET: Lite ensemble MobileNetV2 and Xception models to predict plant disease

Sutaji D., Yıldız O.
ECOLOGICAL INFORMATICS , vol.70, 2022 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

15. A comprehensive review on data preprocessing techniques in data analysis

Çetin V., YILDIZ O.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.28, no.2, pp.299-312, 2022 (ESCI, TRDizin) identifier identifier

16. Video Görüntülerinde Gerçek Zamanlı Yüz Tanıma ve Zaman İşaretleme için Yeni Bir Derin Öğrenme Modeli

GÖZE H., YILDIZ O.
INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES , vol.15, 2022 (TRDizin) identifier

17. Permission-based Android Malware Detection System Using Feature Selection with Genetic Algorithm

YILDIZ O., DOĞRU İ. A.
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING , vol.29, no.2, pp.245-262, 2019 (SCI-Expanded, Scopus) identifier identifier

18. Melanoma detection from dermoscopy images with deep learning methods: A comprehensive study

YILDIZ O.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.34, no.4, pp.2241-2260, 2019 (SCI-Expanded, Scopus, TRDizin) Creative Commons License Sustainable Development identifier identifier

19. An Effective Sample Preparation Method for Diabetes Prediction

Afzali S., YILDIZ O.
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY , vol.15, no.6, pp.968-973, 2018 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

20. Comparative analysis of machine learning algorithms in detection of phishing websites

KOŞAN M. A., YILDIZ O., KARACAN H.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.24, no.2, pp.276-282, 2018 (ESCI, TRDizin) identifier

21. Automated Auscultative Diagnosis System for Evaluation of Phonocardiogram Signals Associated with Heart Murmur Diseases

Arslan A., YILDIZ O.
GAZI UNIVERSITY JOURNAL OF SCIENCE , vol.31, no.1, pp.112-124, 2018 (ESCI, Scopus, TRDizin) identifier identifier

22. Matematik Öğretimi İçin Nokta Belirleme Tekniğine Dayalı Bir Mobil Uygulama

Genç E. D., Issı H. N., YILDIZ O.
İstanbul Eğitimde Yenilikçilik Dergisi , vol.3, no.1, pp.55-62, 2017 (Peer-Reviewed Journal)

23. Ekonomik Endeksler Kullanılarak Türkiye deki Altın Fiyatındaki Değişim Yönünün Yapay Sinir Ağları İle Tahmini

KOCATEPE C. İ., YILDIZ O.
Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.4, no.3, pp.926-934, 2016 (TRDizin)

24. Diagnosis of Acute Coronary Syndrome with a Support Vector Machine

Berikol G. B., Yildiz O., Ozcan I. T.
JOURNAL OF MEDICAL SYSTEMS , vol.40, no.4, 2016 (SCI-Expanded, Scopus) identifier identifier identifier

25. Machine Learning Techniques in Diagnosis of Pulmonary Embolism

Benkol G., KULA S., YILDIZ O.
JOURNAL OF CLINICAL AND ANALYTICAL MEDICINE , vol.6, pp.729-732, 2015 (ESCI, TRDizin) identifier

26. A Multi-objective Disjoint Set Covers for Reliable Lifetime Maximization of Wireless Sensor Networks

Attea B. A., Khalil E. A., Ozdemir S., YILDIZ O.
WIRELESS PERSONAL COMMUNICATIONS , vol.81, no.2, pp.819-838, 2015 (SCI-Expanded, Scopus) identifier identifier

27. Makine Öğrenmesi Teknikleriyle Saldırı Tespiti: Karşılaştırmalı Analiz

KAYA Ç., YILDIZ O.
MARMARA UNIVERSITY JOURNAL OF SCIENCE , vol.26, no.3, pp.108, 2014 (TRDizin) Creative Commons License

28. Reklam İçerikli Epostaların Metin Madenciliği Yöntemleri ile Otomatik Tespiti

ÇALIŞ K., GAZDAĞI O., YILDIZ O.
INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES , vol.6, no.1, 2013 (TRDizin) identifier

29. GENE SELECTION FOR BREAST CANCER CLASSIFICATION BASED ON DATA FUSION AND GENETIC ALGORITHM

YILDIZ O., Tez M., BİLGE H. Ş., AKCAYOL M. A., GÜLER İ.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.27, no.3, pp.659-668, 2012 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

30. Personel Seçiminde Eşleşme Yöntemi Temeline Dayanan Bir Uzman Sistem Yaklaşımı

ÇETİNYOKUŞ T., DAĞDEVİREN M., YILDIZ O.
Engineering Sciences , vol.5, no.4, 2010 (TRDizin)

31. A DECISION SUPPORT SYSTEM TO EVALUATE EMPLOYEE PERFORMANCE AND ITS APPLICATION

YILDIZ O., Dagdeviren M., ÇETİNYOKUŞ T.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.23, no.1, pp.239-248, 2008 (SCI-Expanded, Scopus, TRDizin) identifier identifier
Papers Presented at Peer-Reviewed Scientific Conferences 39

1. A Hybrid Approach Combining Neural Networks and Signal Processing for Indoor Temperature Detection Using Plants’ Bioelectric Potential

Awal Rozaq H. A., Özen E. M., Altıparmak M. K., YILDIZ O.
2025 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS), Gaziantep, Turkey, 27 June 2025, (Full Text) identifier

2. YOLOv8’s head-layer Performance Comparison for Skin Cancer Detection

SUTAJI D., YILDIZ O.
2nd INTERNATIONAL CONFERENCE OF ADVANCED TECHNOLOGIES AND APPLIED SCIENCE (ICATEAS), Surabaya, Indonesia, 18 - 19 October 2023, (Full Text)

3. WECNN-PDP: Weighted ensemble convolutional neural networks models to improve the plant disease prediction

SUTAJI D., YILDIZ O., Rosyid H., Chotijah U.
2nd International Conference on Applied Sciences, Education and Technology (iConASET'23), Surabaya, Indonesia, 01 August 2023, (Full Text)

4. GAN-generated Synthetic Data and SVM-based Feature Selection for Improved Cardiovascular Disease Prediction

Mandan A. S., Hazzaa N. M., YILDIZ O.
2023 Medical Technologies Congress (TIPTEKNO), Famagusta, Cyprus (Kktc), 10 November 2023, (Full Text) identifier

5. Improved ECA-DenseNet Framework for Brain MRI Image Classification Beyin MR Görüntü Siniflandirilmasi için Geliştirilmiş EKD-DenseNet Çerçevesi

Aydin H. N., YILDIZ O.
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Turkey, 5 - 08 July 2023, (Full Text) identifier identifier

6. An Improved Convolutional Neural Network Framework for Brain MRI Image Classification

Aydin H. N., YILDIZ O.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023, (Full Text) identifier

7. Doppler Tabanlı Dengesiz Radar Veri Setlerinde Rastgele Orman ve Evrişimli Sinir Ağlarının Karşılaştırılması

Erdoğan M., YILDIZ O.
INTERNATIONAL CONFERENCE ON ENGINEERING AND APPLIED NATURAL SCIENCES, Turkey, 15 December 2022, (Full Text)

8. Reducing Ticket Resolution Time through Suggestion in the Help Desk System

Türkmenoğlu B. K., YILDIZ O.
International Conference on Engineerıng Sciences, 2022, Azerbaijan, 11 December 2022, (Full Text)

9. A Lightweight Deep Learning Model for the Classification of A Limited Lung Sound Dataset

Abdallah I. A., YILDIZ O.
International Conference on Engineerıng Sciences, 2022, Azerbaijan, 11 December 2022, (Full Text)

10. Turkce Radyoloji Raporlarinin Dogal Dil Islenmesi

Ordu S. K., YILDIZ O.
6th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2022, Ankara, Turkey, 20 - 22 October 2022, pp.794-799, (Full Text) Sustainable Development identifier

11. A New Chaos-Based Lightweight Encryption Mechanism for Microcomputers

Kiran H. E., Akgul A., YILDIZ O.
10th International Symposium on Digital Forensics and Security (ISDFS), Maltepe, Turkey, 6 - 07 June 2022, (Full Text) identifier identifier

12. Collecting parts by indoor mapping method Kapali alanda haritalandirma yöntemi ile parça toplama

Yilgin M., EROL D., YILDIZ O.
29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9 - 11 June 2021, (Full Text) Sustainable Development identifier identifier

13. Predicting the survival of heart failure patients in unbalanced data sets Dengesiz veri setlerinde kalp yetmezliǧi hastalarinin saǧkalim tespiti

Turkmenoglu B. K., YILDIZ O.
29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9 - 11 June 2021, (Full Text) Sustainable Development identifier identifier

14. Classification of Abnormal Respiratory Sounds Using Machine Learning Techniques

Güler H. C., YILDIZ O., BAYSAL U., Cinyol F., KÖKSAL D., BABAOĞLU E., et al.
2020 Medical Technologies Congress, TIPTEKNO’20, 19 November 2020, (Full Text) identifier

15. Machine Learning In Bioinformatics: Gene Expression And Microarray Studies

Bağıröz B., DORUK E., YILDIZ O.
2020 Medical Technologies Congress (TIPTEKNO), Turkey, 19 November 2020, (Full Text) identifier

16. Content Based Sentiment Analysis for Turkish Twitter Feeds Through Vector Space Model

Karamollaoğlu H., Doğru İ. A., Arıcı N., Yıldız O.
2019 1st International Informatics and Software Engineering Conference (UBMYK), Diyarbakır, Turkey, 6 - 07 November 2019, pp.1-6, (Full Text) identifier

17. Detection of Plant Diseases by Machine Learning

Korkut U. B., Gokturk O. B., YILDIZ O.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text) identifier identifier

18. Sentiment Analysis on Turkish Social Media Shares through Lexicon Based Approach

Karamollaoglu H., DOĞRU İ. A., Dorterler M., Utku A., YILDIZ O.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.45-49, (Full Text) identifier identifier

19. Specification Based Automatic Product Categorization From Unstructured Data

Huseynli A., Yıldız O., Akcayol M. A.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text) identifier identifier

20. Decision Support System Based Fuzzy Logic for Academic Personnel Performance Evaluation

Gür H., YILDIZ O.
International Mediterranean Science and Engineering Congress (IMSEC 2017), 25 - 27 October 2017, (Full Text)

21. Makine Öğrenmesi Yöntemleri ile Otomatik Çevrimdışı İmza Tanıma ve Doğrulama Sistemi

Baykal B., Aktaş T. Ö., YILDIZ O.
2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text)

22. Forecasting the annual electricity consumption of Turkey using a hybrid model

Aydogdu G., YILDIZ O.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017, (Full Text) Sustainable Development identifier identifier

23. Music Genre Classification With Machine Learning Techniques

Karatana A., YILDIZ O.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017, (Full Text) identifier identifier

24. Otizmli Çocukların Giyinme Takıntısını Aşmak İçin Eğitsel Bir Araç Mobil Oyun Uygulaması

GENÇ E. D., ISSI H. N., YILDIZ O.
Future Learning 2016, 22 - 23 October 2016, (Full Text)

25. Performance Analysis Of Machine Learning Techniques In Intrusion Detection

Kaya C., YILDIZ O., Ay S.
24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1473-1476, (Full Text) identifier identifier

26. Development Of Content Based Book Recommendation System Using Genetic Algorithm

Aygun C., YILDIZ O.
24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1025-1028, (Full Text) identifier identifier

27. Implementation of a New Recommendation System Based On Decision Tree Using Implicit Relevance Feedback

UTKU A., KARACAN H., YILDIZ O., AKCAYOL M. A.
7th International Conference on Software Technology and Engineering (ICSTE 2015), 19 - 20 September 2015, (Full Text)

28. A New Method Based on Tree Simplification and Schema Matching for Automatic Web Result Extraction and Matching

Yaşar G., KARACAN H., YILDIZ O., Mohammed B., Ali M., Kalender M., et al.
International MultiConference of Engineers and Computer Scientists, Hong Kong, 18 - 20 March 2015, (Full Text)

29. Extraction of Automatic Search Result Records Using Content Density Algorithm Based on Node Similarity

Yaşar G., YILDIZ O., KARACAN H., Mohammed B., Ali M., Kalender M., et al.
The International Conference on Data Mining, Internet Computing, and Big Data (BigData2014), 17 - 19 November 2014, (Full Text)

30. Dimensionality reduction with PCA in block based DCT domain

GÜZEL TURHAN C., YILDIRIM OKAY F., YILDIZ O., BİLGE H. Ş.
International Conference on Advanced Technology & Sciences (ICAT'14), Antalya, Turkey, 12 - 15 August 2014, pp.216-220, (Full Text)

31. Cardiac Arrhythmia Analysis Using Hidden Markov Model and Murmur Diagnosis

Arslan A., YILDIZ O.
22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.2031-2034, (Full Text) identifier identifier

32. Breast Cancer Diagnosis Based on Naïve Bayes Machine Learning Classifier with KNN Missing Data Imputation

GÜZEL TURHAN C., KAYA M., YILDIZ O., BİLGE H. Ş.
3rd World Conference on Innovation and Computer Science (INSODE-2013), 26 - 28 April 2013, (Full Text) Sustainable Development

33. Feature Selection and Dimensionality Reduction on Gene Expressions

Kaya M., BİLGE H. Ş., YILDIZ O.
21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 April 2013, (Full Text) Sustainable Development identifier identifier

34. Gene selection for breast cancer Meme kanseri̇ siniflandirmasi i̇çi̇n gen seçi̇mi̇

YILDIZ O., Tez M., BİLGE H. Ş., AKCAYOL M. A., GÜLER N. F.
2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Turkey, 18 - 20 April 2012, (Full Text) Sustainable Development identifier

35. Traffic planning application made by using artificial intelligence TPAUAI

Mutlu B., Arıkan Öztürk E., Nefeslioğlu H. A.
2012 20th Signal Processing and Communications Applications Conference (SIU), Ankara, Turkey, 18 - 20 April 2012, (Full Text) Creative Commons License Sustainable Development identifier

36. A Priority Based Protocol And Load Balancing For Queue Management On Wireless Networks

TOKLU S., ŞİMŞEK M., YILDIZ O., BAY İ., ŞİMŞEK A., AKCAYOL M. A.
The 2008 International Conference on Wireless Networks (ICWN'08), Las Vegas, United States Of America, 14 - 17 July 2008, pp.341-344, (Full Text) identifier

37. Rule-Based Mobility Management Routing for Mobile Ad Hoc Networks

DOĞRU İ. A., ŞİMŞEK M., TOKLU S., YILDIZ O., AKCAYOL M. A.
The 2008 International Conference on Wireless Networks (ICWN'08), Las Vegas, United States Of America, 14 - 17 July 2008, pp.175-179, (Full Text) identifier

38. KOBİ’lerde Personel Seçimine Yönelik Bir Uzman Sistem Yaklaşımı

Çetinyokuş T., Yıldız O., Dağdeviren M., Gökçen H.
4. KOBI’ler ve Verimlilik Kongresi, İstanbul, Turkey, 7 - 08 December 2007, (Full Text)

39. Performans Değerlendirme Amaçlı Bir Karar Destek Sisteminin Geliştirilmesi Bir KOBİ Uygulaması

Çetinyokuş T., Yıldız O., Dağdeviren M., Gökçen H.
4. KOBI’ler ve Verimlilik Kongresi, İstanbul, Turkey, 7 - 08 December 2007, (Full Text)
Metrics

Publication

70

Publication (WoS)

33

Publication (Scopus)

40

Citation (WoS)

286

H-Index (WoS)

8

Citation (Scopus)

421

H-Index (Scopus)

10

Citation (Scholar)

1071

H-Index (Scholar)

16

Citation (TrDizin)

23

H-Index (TrDizin)

2

Citation (Sobiad)

34

H-Index (Sobiad)

2

Citation (Sum Other)

31

Total Citation Count

354

Project

6

Thesis Advisory

21

Open Access

16
UN Sustainable Development Goals