Dr. Öğr. Üyesi YILDIRAN YILMAZ

Yayın Ağı

Makaleler 21

1. CFG-DWC: A Hybrid Correlation-Driven Feature Engineering Framework for Optimized Machine Learning Performance in Carbonation Depth Analysis of Concrete Subjected to Natural Environments

Yılmaz Y., Çakmak T., Ustabaş İ.

SCIENTIFIC REPORTS , cilt.15, ss.1-18, 2025 (SCI-Expanded, Scopus)

2. Design and Optimisations of Metal-Oxide Artificial Synaptic Device Based Machine Learning Model

Yilmaz Y., Gul F.

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE , cilt.9, sa.5, ss.3233-3243, 2025 (SCI-Expanded)

3. A novel correlation study using Pearson and Spearman Algorithms for mineral component-driven strength analysis of construction materials including geopolymer

Yılmaz Y., Çakmak T., Kurt Z., Ustabaş İ.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.31, sa.3, ss.409-416, 2025 (ESCI)

4. Machine Learning-Enhanced Traffic Light Optimization System Prioritizing Emergency Vehicle Passage Using SVM and Random Forest Models

YILMAZ Y.

Gazi University Journal of Science Part A: Engineering and Innovation , cilt.12, sa.1, ss.175-196, 2025 (Hakemli Dergi)

5. Predicting Mechanical Properties in Geopolymer Mortars, Including Novel Precursor Combinations, Through XGBoost Method

YILMAZ Y., ÇAKMAK T., KURT Z., USTABAŞ İ.

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , cilt.50, sa.3, ss.2009-2033, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

6. Increasing the performance of a hospital department with budget allocation model and machine learning assisted by simulation

Alim M., Yilmaz Y., Boz E.

Journal of Simulation , cilt.19, sa.2, ss.127-140, 2025 (SCI-Expanded)

7. Neuro-inspired hardware solutions for high-performance computing: A TiO2-based nano-synaptic device approach with backpropagation

Yilmaz Y., Gül F.

Integration , cilt.97, 2024 (SCI-Expanded)

8. Stacked ensemble modeling for improved tuberculosis treatment outcome prediction in pediatric cases

Yilmaz Y.

Concurrency and Computation: Practice and Experience , cilt.36, sa.13, 2024 (SCI-Expanded)

9. Accuracy improvement in Ag:a-Si memristive synaptic device-based neural network through Adadelta learning method on handwritten-digit recognition

Yilmaz Y.

Neural Computing and Applications , cilt.35, sa.33, ss.23943-23958, 2023 (SCI-Expanded)

10. A novel framework for strength prediction of geopolymer mortar: Renovative precursor effect

Kurt Z., Yilmaz Y., Çakmak T., Ustabaş I.

Journal of Building Engineering , cilt.76, 2023 (SCI-Expanded, Scopus)

11. Convolutional neural network for pothole detection in different road and weather conditions

Gazawy Q., Buyrukoglu S., Yilmaz Y.

MediHealth Academy , cilt.1, 2023 (Hakemli Dergi)

12. Novel Machine Learning (ML) Algorithms to Classify IPv6 Network Traffic in Resource-Limited Systems

YILMAZ Y., BUYRUKOĞLU S., ALIM M.

Computer Science , ss.219-224, 2022 (Hakemli Dergi)

13. Development and evaluation of ensemble learning models for detection of DDOS attacks in IoT

YILMAZ Y., Buyrukoglu S.

Hittite Journal of Science and Engineering , cilt.9, sa.2, ss.73-82, 2022 (Hakemli Dergi)

14. Correlation value determined to increase Salmonella prediction success of deep neural network for agricultural waters

Buyrukoglu S., Yilmaz Y., Topalcengiz Z.

ENVIRONMENTAL MONITORING AND ASSESSMENT , cilt.194, sa.5, 2022 (SCI-Expanded) Sürdürülebilir Kalkınma

15. Comparative Analysis of Energy Costs of Asymmetric vs Symmetric Encryption-Based Security Applications

Halak B., Yilmaz Y., Shiu D.

IEEE ACCESS , cilt.10, ss.76707-76719, 2022 (SCI-Expanded)

16. ARMOR: An anti-counteRfeit security Mechanism for lOw cost Radio frequency identification systems

YILMAZ Y., Do V., Halak B.

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING , cilt.9, ss.2125-2138, 2021 (SCI-Expanded) Sürdürülebilir Kalkınma

17. An Approach for Airfare Prices Analysis with Penalized Regression Methods

Buyrukoglu S., Yılmaz Y.

Veri Bilimi Dergisi , cilt.4, sa.2, ss.57-61, 2021 (Hakemli Dergi)

18. A Novel Semi-Automated Chatbot Model: Providing Consistent Response of Students’ Email in Higher Education based on Case-Based Reasoningand Latent Semantic Analysis

Buyrukoglu S., Yılmaz Y.

International Journal of Multidisciplinary Studies and Innovative Technologies , cilt.5, sa.1, ss.6-12, 2021 (Hakemli Dergi)

19. Covid-19 Impact on Students’ Performances in Computer Programming Module Based on Formative Assessment

Buyrukoğlu S., Yılmaz Y., Buyrukoğlu G.

World Journal of Multidisciplinary Research , cilt.4, sa.1-2, ss.87-94, 2021 (Hakemli Dergi)

20. Hybrid Machine Learning Model Coupled with School Closure For Forecasting COVID-19 Cases in the Most Affected Countries

Yılmaz Y., Buyrukoglu S.

Hittite Journal of Science and Engineering , cilt.8, sa.2, ss.123-131, 2021 (Hakemli Dergi)

21. ASSURE: A Hardware-Based Security Protocol for Resource-Constrained IoT Systems

Yılmaz Y., Aniello L., Halak B.

Journal of Hardware and Systems Security , cilt.5, sa.1, ss.1-18, 2021 (Hakemli Dergi)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 10

1. Estimation of Optimal Time-to-Live Values for Mitigating Router Spoofing Attacks Utilizing Lasso and Ridge Regression Machine Learning Techniques

YILMAZ Y.

IEEE 2024 8th International Symposium on Innovative Approaches in Smart Technologies (ISAS), İstanbul, Türkiye, 6 - 07 Aralık 2024, (Tam Metin Bildiri)

2. The SVM-ARIMA Fusion Approach for Forecasting the Structural Integrity of Obsidian Substitution Mortars

Çakmak T., Yılmaz Y., Ustabaş İ.

2024 Innovations in Intelligent Systems and Applications Conference (ASYU), Ankara, Türkiye, 16 - 18 Ekim 2024, ss.1-7, (Tam Metin Bildiri)

3. TIME SERIES ANALYSIS AND DATA MINING FOR ROBUST SHORT-TERM COMPRESSIVE STRENGTH FORECASTING IN GEOPOLYMER MORTAR: AN ARIMA MODEL DATADRIVEN APPROACH

Yılmaz Y., Çakmak T.

1st International Future Engineering Conference, Şırnak, Türkiye, 25 - 26 Aralık 2023, ss.24-30, (Tam Metin Bildiri)

4. ANOVA Method Reveals Key Factors Influencing Geopolymer Strength: A Comprehensive Evaluation of Input Variables

YILMAZ Y., ÇAKMAK T., KURT Z.

7th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2023, İstanbul, Türkiye, 23 - 25 Kasım 2023, (Tam Metin Bildiri)

5. Seamlessly Implementable ML based Authentication Method for Resource-Scarce Embedded Systems

YILMAZ Y.

1ˢᵗ International Karatekin Science and Technology Conference, Çankırı, Türkiye, 1 - 03 Eylül 2022, ss.220-221, (Özet Bildiri)

6. An Approach for Airfare Prices Analysis with Penalized Regression Methods

BUYRUKOĞLU S., YILMAZ Y.

4th International Conference on Data Science and Applications (ICONDATA’21), June 4-5, 2021, TURKEY, Türkiye, 4 - 06 Haziran 2021, (Özet Bildiri)

7. MÜŞTERİLERİN KURUMSAL SOSYAL SORUMLULUKLARA (KSS) YAKLAŞIMLARININ VE BUNUN MÜŞTERİ SATIN ALMA DAVRANIŞI ÜZERİNDEKİ ETKİSİNİN ANALİZİ

ALIM M., YILMAZ Y.

4. Uluslararası Mersin Sempozyumu, 22 - 24 Ekim 2020, cilt.4, ss.362-370, (Tam Metin Bildiri)

8. A Two-Flights Mutual Authentication for Energy-Constrained IoT Devices

Yılmaz Y., Halak B.

2019 IEEE 4th International Verification and Security Workshop (IVSW), Rodos, Yunanistan, 1 - 03 Temmuz 2019, ss.31-36, (Tam Metin Bildiri) Sürdürülebilir Kalkınma