Eğitim Bilgileri
2015 - 2019
2015 - 2019Doktora
University of Southampton, Electronic and Computer Science, Computer Science, Birleşik Krallık
2014 - 2015
2014 - 2015Yüksek Lisans
University of Southampton, Electronic and Computer Science, Cyber Security, Birleşik Krallık
2006 - 2010
2006 - 2010Lisans
Pamukkale Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü, Türkiye
Yaptığı Tezler
2019
2019Doktora
LOW-COST SECURITY PROTOCOLS FOR RESOURCE-CONSTRAINED INTERNET OF THINGS DEVICES 
University of Southampton, Electronic and Computer Science, Computer Science
2015
2015Yüksek Lisans
Crypto Tool for File and Text Encryption
University of Southampton, Electronic and Computer Science, Cyber Security
Yabancı Diller
C2 Ustalık
C2 Ustalıkİngilizce
Araştırma Alanları
Bilgisayar Bilimleri
Mühendislik ve Teknoloji
Akademik Unvanlar / Görevler
2021 - Devam Ediyor
2021 - Devam EdiyorDr. Öğr. Üyesi
Recep Tayyip Erdoğan Üniversitesi, Mühendislik ve Mimarlık Fakültesi, Bilgisayar Mühendisliği
2020 - 2020
2020 - 2020Öğretim Görevlisi Dr.
Recep Tayyip Erdoğan Üniversitesi, Mühendislik ve Mimarlık Fakültesi, Bilgisayar Mühendisliği
Yönetimsel Görevler
2020 - Devam Ediyor
2020 - Devam EdiyorBölüm Başkan Yardımcısı
Recep Tayyip Erdoğan Üniversitesi, Mühendislik ve Mimarlık Fakültesi, Bilgisayar Mühendisliği
SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler
2025
2025Predicting 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)
2025
2025Increasing 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)
2024
2024Design and Optimisations of Metal-Oxide Artificial Synaptic Device Based Machine Learning Model
Yilmaz Y., Gul F.
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
, 2024 (SCI-Expanded)
2024
2024Neuro-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)
2024
2024Stacked 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)
2023
2023Accuracy 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)
2023
2023A 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)
2022
2022Correlation 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)
2022
2022Comparative 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)
2021
2021ARMOR: 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)
Diğer Dergilerde Yayınlanan Makaleler
2025
2025Machine 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)
2024
2024A novel correlation study using Pearson and Spearman Algorithms for mineral component-driven strength analysis of construction materials including geopolymer
YILMAZ Y., ÇAKMAK T., KURT Z., USTABAŞ İ.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.1, sa.1, ss.1-11, 2024 (ESCI)
2023
2023Convolutional neural network for pothole detection in different road and weather conditions
Gazawy Q., Buyrukoglu S., Yilmaz Y.
MediHealth Academy , cilt.1, 2023 (Hakemli Dergi)
2022
2022Novel 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)
2022
2022Development 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)
2021
2021An 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)
2021
2021A 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)
2021
2021ASSURE: 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)
2021
2021Covid-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)
2021
2021Hybrid 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)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2024
2024Estimation 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)
2024
2024The 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)
2023
2023TIME 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)
2023
2023ANOVA 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)
2022
2022Seamlessly 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)
2021
2021An 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)
2020
2020MÜŞTERİLERİN 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)
2019
2019A 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)
2018
2018Lightweight PUF-Based Authentication Protocol for IoT Devices
YILMAZ Y., Gunn S. R., Halak B.
2018 IEEE 3rd International Verification and Security Workshop (IVSW), Costa Brava, 2 - 04 Temmuz 2018, (Tam Metin Bildiri)
2016
2016Cryptotool: A secure data storage software
YILMAZ Y., Halak B.
The National Conference on Learning and Teaching in Cybersecurity, Birmingham, Birleşik Krallık, 15 Haziran 2016, (Özet Bildiri)
Kitaplar
2022
2022Doğrusal 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
2021
2021A 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
2021
2021Anti-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
2021
2021TIGHTEN: 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
Desteklenen Projeler
2024 - 2025
2024 - 2025Topluluk Katılımlı Cografi Bilgilendirme Sistemi
TÜBİTAK Projesi
Yilmaz Y., Baltacı M. O., Ayça S.(Yürütücü)
2024 - 2025
2024 - 2025Yapay Zekâ Destekli Sanal Giyim Deneme Platformu
TÜBİTAK Projesi
Yilmaz Y., Gümüşler M. A., Dervişoğlu G.(Yürütücü)
2022 - 2024
2022 - 2024Gıda Güvenliğinde Sevkiyat Ve Soğuk Zincir Uygulamaları Için, Nesnelerin İnterneti (Iot) Tabanlı, Çok Amaçlı Takip Cihazı Geliştirilmesi
TÜBİTAK Projesi
Yilmaz Y., Yüksel M., Eroğlu H., Gül F.(Yürütücü)
Patent
2024
2024