DR. YILDIRAN YILMAZ

About DR. YILDIRAN YILMAZ

DR. YILDIRAN YILMAZ, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Recep Tayyip Erdogan Üniversitesi, specializes in the field of Ensemble and Deep Learning, Embedded Machine Learning, Synaptic Memristive Devices, IoT, Cyber Security.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

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

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

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

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

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

Development and Evaluation of Ensemble Learning Models for Detection of DDOS Attacks in IoT

Correction to “Comparative Analysis of Energy Costs of Asymmetric vs Symmetric Encryption-Based Security Applications”

DR. YILDIRAN YILMAZ Information

University

Position

Bilgisayar Mühendisliği

Citations(all)

150

Citations(since 2020)

150

Cited By

26

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Recep Tayyip Erdogan Üniversitesi

Google Scholar

View Google Scholar Profile

DR. YILDIRAN YILMAZ Skills & Research Interests

Ensemble and Deep Learning

Embedded Machine Learning

Synaptic Memristive Devices

IoT

Cyber Security

Top articles of DR. YILDIRAN YILMAZ

Title

Journal

Author(s)

Publication Date

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

Concurrency and Computation: Practice and Experience

Yildiran Yilmaz

2024

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

Road materials and pavement design

Wanli Ye

Wei Jiang

Zheng Tong

Dongdong Yuan

Jingjing Xiao

2021/1/2

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

Neural Computing and Applications

Yildiran Yilmaz

2023

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

Yıldıran Yilmaz

Talip Çakmak

Zafer Kurt

2023/11/23

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

Journal of Building Engineering

Zafer Kurt

Yildiran Yilmaz

Talip Cakmak

Ilker Ustabaş

2023/10/1

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

Ieee Access

Basel Halak

Yildiran Yilmaz

Daniel Shiu

2022/7/21

Development and Evaluation of Ensemble Learning Models for Detection of DDOS Attacks in IoT

Hittite Journal of Science and Engineering

Yıldıran YILMAZ

Selim BUYRUKOĞLU

2022

Correction to “Comparative Analysis of Energy Costs of Asymmetric vs Symmetric Encryption-Based Security Applications”

IEEE Access

Basel Halak

Yildiran Yilmaz

Daniel Shiu

2022/11/16

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

Environmental Monitoring and Assessment

Selim Buyrukoğlu

Yıldıran Yılmaz

Zeynal Topalcengiz

2022/5

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

Computer Science

Yıldıran YILMAZ

Selim Buyrukoğlu

ALIM Muzaffer

2022/10/10

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

Authentication of Embedded Devices: Technologies, Protocols and Emerging Applications

Yildiran Yilmaz

Basel Halak

2021

Anti-counterfeiting Techniques for Resources-Constrained Devices

Hardware Supply Chain Security: Threat Modelling, Emerging Attacks and Countermeasures

Yildiran Yilmaz

Viet-Hoa Do

Basel Halak

2021

COVID-19 IMPACT ON STUDENTS' PERFORMANCES IN COMPUTER PROGRAMMING MODULE BASED ON FORMATIVE ASSESSMENT

Dünya Multidisipliner Araştırmalar Dergisi

Selim BUYRUKOĞLU

Yıldıran YILMAZ

Gonca BUYRUKOĞLU

2021

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

International Journal of Multidisciplinary Studies and Innovative Technologies

Selim Buyrukoğlu

Yıldıran YILMAZ

2021/7/7

An Approach for Airfare Prices Analysis with Penalized Regression Methods

Veri Bilimi

Selim BUYRUKOĞLU

Yıldıran YILMAZ

2021

ASSURE: A hardware-based security protocol for resource-constrained IoT systems

Journal of Hardware and Systems Security

Yildiran Yilmaz

Leonardo Aniello

Basel Halak

2021/3

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

Hittite Journal of Science and Engineering

Yıldıran YILMAZ

Selim BUYRUKOĞLU

2021/7

ASSURE: A hardware-based security protocol for internet of things devices

Authentication of Embedded Devices: Technologies, Protocols and Emerging Applications

Yildiran Yilmaz

Leonardo Aniello

Basel Halak

2021

Armor: An anti-counterfeit security mechanism for low cost radio frequency identification systems

IEEE Transactions on Emerging Topics in Computing

Yildiran Yilmaz

Viet-Hoa Do

Basel Halak

2020/1/7

See List of Professors in DR. YILDIRAN YILMAZ University(Recep Tayyip Erdogan Üniversitesi)

Co-Authors

H-index: 18
Leonardo Aniello

Leonardo Aniello

University of Southampton

H-index: 17
Dr Basel Halak

Dr Basel Halak

University of Southampton

H-index: 11
Selim Buyrukoglu

Selim Buyrukoglu

Çankiri Karatekin Üniversitesi

H-index: 11
Zeynal Topalcengiz

Zeynal Topalcengiz

Mus Alparslan Üniversitesi

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