Yayınlar & Eserler

Yayın Ağı
Makaleler 22
Tümü (22)
SCI-E, SSCI, AHCI (12)
SCI-E, SSCI, AHCI, ESCI (13)
ESCI (1)
Scopus (12)
TRDizin (4)
Diğer Yayınlar (6)

1. A Hybrid Clustering-Classification Approach for Predicting Strength and Analyzing Material Composition of Geopolymers

YILMAZ Y., ÇAKMAK T., USTABAŞ İ.
POLYMERS , cilt.18, sa.8, 2026 (SCI-Expanded, Scopus) identifier identifier identifier

2. 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, sa.1, 2025 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

3. 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, Scopus) Creative Commons License identifier

4. 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, TRDizin) Creative Commons License identifier identifier

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

Yılmaz Y.
Gazi University Journal of Science Part A: Engineering and Innovation , cilt.12, sa.1, ss.175-196, 2025 (TRDizin) Creative Commons License identifier

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

Yılmaz Y., Çakmak T., Kurt Z., Ustabaş İ.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , cilt.50, sa.3, ss.2009-2033, 2025 (SCI-Expanded, Scopus) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

7. 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, Scopus) Creative Commons License identifier identifier

8. 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, Scopus) Creative Commons License identifier identifier

9. 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, Scopus) Creative Commons License identifier identifier

10. 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, Scopus) Creative Commons License identifier identifier

11. 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) Creative Commons License identifier identifier

12. 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) Creative Commons License

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

Yılmaz Y., Buyrukoğlu S., Alım M.
Computer Science , cilt.2022, sa.1, ss.219-224, 2022 (Hakemli Dergi) Creative Commons License

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

Yılmaz Y., Buyrukoglu S.
Hittite Journal of Science and Engineering , cilt.9, sa.2, ss.73-82, 2022 (TRDizin) Creative Commons License

15. 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, Scopus) Creative Commons License Sürdürülebilir Kalkınma identifier identifier identifier

16. 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, Scopus) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

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

Yılmaz Y., Do V., Halak B.
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING , cilt.9, ss.2125-2138, 2021 (SCI-Expanded, Scopus) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

18. 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) Creative Commons License

19. 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) Creative Commons License

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 (TRDizin) Creative Commons License Sürdürülebilir Kalkınma

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) Creative Commons License Sürdürülebilir Kalkınma

22. 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) Creative Commons License Sürdürülebilir Kalkınma
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 13

1. Smart Surveillance for Pedestrian Protection: An ESP32-Based Pedestrian Detection System with AI-Driven Voice Interaction and Real-Time Vehicle Communication

Terzi M. H., Ayvaz D., Yılmaz Y.
2025 10th International Conference on Computer Science and Engineering (UBMK), İstanbul, Türkiye, 17 Eylül 2025, (Tam Metin Bildiri) Creative Commons License identifier

2. IoT-Powered Voice Interaction and Proactive Gas Leak Detection System for Smart Homes with Embedded Gas Sensing and Instant AI Alerts

Şevik R., Demirci R., Yılmaz Y.
2025 Innovations in Intelligent Systems and Applications Conference (ASYU), Bursa, Türkiye, 10 Eylül 2025, (Tam Metin Bildiri) Creative Commons License identifier

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

Yılmaz Y.
IEEE 2024 8th International Symposium on Innovative Approaches in Smart Technologies (ISAS), İstanbul, Türkiye, 6 - 07 Aralık 2024, (Tam Metin Bildiri) Creative Commons License identifier

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

ÇAKMAK T., YILMAZ Y., USTABAŞ İ.
IEEE 2024 Innovations in Intelligent Systems and Applications Conference (ASYU), Ankara, Türkiye, 16 - 18 Ekim 2024, (Tam Metin Bildiri)

5. 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) Creative Commons License

6. Time Series Analysis and Data Mining for Robust Short-term Compressive Strength Forecasting in Geopolymer Mortar: An ARIMA Model Data-Driven Approach

YILMAZ Y., ÇAKMAK T.
1st International Future Engineering Conference (1st IFEC 2023), Türkiye, 25 - 26 Aralık 2023, (Tam Metin Bildiri) Creative Commons License

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

Yılmaz 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) Creative Commons License identifier

8. 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)

9. 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)

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

Alım M., Yılmaz Y.
4. Uluslararası Mersin Sempozyumu, Mersin, Türkiye, 22 - 24 Ekim 2020, cilt.4, ss.362-370, (Tam Metin Bildiri) Creative Commons License

11. 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) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

12. Lightweight PUF-Based Authentication Protocol for IoT Devices

Yılmaz Y., Gunn S. R., Halak B.
2018 IEEE 3rd International Verification and Security Workshop (IVSW), Girona, İspanya, 2 - 04 Temmuz 2018, (Tam Metin Bildiri) Creative Commons License identifier identifier

13. Cryptotool: A secure data storage software

Yılmaz Y., Halak B.
The National Conference on Learning and Teaching in Cybersecurity, Birmingham, İngiltere, 15 Haziran 2016, (Özet Bildiri) Creative Commons License
Kitaplar 5

1. Doğrusal Regresyon Makine Öğrenmesi Metodunu Kullanarak AES ile Şifrelenmiş Tcp/Ip Paketlerinin Ipsec Güvenlikli Ağda Aktarim Süresi Tahmini

YILMAZ Y.
Teori ve Uygulamada Makine Öğrenmesi, Buyrukoglu Selim, Savaş Serkan, Editör, Nobel Bilimsel, ss.21-35, 2022

2. A Hybrid Data Mining Model for Prediction of Alzheimer Disease Stages Using Principal Component Analysis (PCA) and Multilayer Perceptron (MLP)

YILMAZ Y.
Programming Solutions For Engineering Problems, Ayhan Akbaş Selim Buyrukoğlu Aytül Gökçe, Editör, Nobel Bilimsel, ss.13-35, 2021

3. Anti-counterfeiting Techniques for Resources-Constrained Devices

YILMAZ Y., Hoa D. V., Halak B.
Hardware Supply Chain Security, Halak Basel, Editör, Springer, ss.89-126, 2021

4. TIGHTEN: A Two-Flight Mutual Authentication Protocol for Energy-Constrained Devices

YILMAZ Y., Halak B.
Authentication of Embedded Devices, Halak Basel, Editör, Springer, ss.89-112, 2021

5. Assure Hardware-Based Security Protocol for Internet of Things Devices

YILMAZ Y., Aniello L., Halak B.
Authentication of Embedded Devices, Halak Basel, Editör, Springer, ss.55-87, 2021
Metrikler

Yayın

40

Yayın (WoS)

15

Yayın (Scopus)

18

Atıf (WoS)

158

H-İndeks (WoS)

6

Atıf (Scopus)

205

H-İndeks (Scopus)

7

Atıf (Scholar)

375

H-İndeks (Scholar)

8

Atıf (Diğer Toplam)

5

Toplam Atıf Sayısı

341

Proje

8

Fikri Mülkiyet

1

Açık Erişim

31
BM Sürdürülebilir Kalkınma Amaçları