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Selim Buyrukoğlu

Observed names: Buyrukoğlu, Selim, Selim BUYRUKOĞLU, Selim Buyrukoglu
ORCID: 0000-0001-7844-3168
Observed ORCID: 0000-0001-7844-3168
OpenAlex ID: A5049520472
A hybrid super ensemble learning model for the early-stage prediction of diabetes risk
2023 · Ayşe Doğru, Selim Buyrukoğlu, et al. · Medical & Biological Engineering & Computing · 86
Stacked-Based Ensemble Machine Learning Model for Positioning Footballer
2022 · Selim Buyrukoğlu, Serkan Savaş · Arabian Journal for Science and Engineering · 58
Comparing Regression Models with Count Data to Artificial Neural Network and Ensemble Models for Prediction of Generic Escherichia coli Population in Agricultural Ponds Based on Weather Station Measurements
2021 · Gonca Buyrukoğlu, Selim Buyrukoğlu, et al. · Microbial Risk Analysis · 47
Machine Learning based Early Prediction of Type 2 Diabetes: A New Hybrid Feature Selection Approach using Correlation Matrix with Heatmap and SFS
2022 · Selim BUYRUKOĞLU, Ayhan AKBAŞ · Balkan Journal of Electrical and Computer Engineering · 43
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New hybrid data mining model for prediction of Salmonella presence in agricultural waters based on ensemble feature selection and machine learning algorithms
2021 · Selim Buyrukoğlu · Journal of Food Safety · 31
Improvement of Machine Learning Models’ Performances based on Ensemble Learning for the detection of Alzheimer Disease
2021 · Selim Buyrukoglu · International Conference on Computer Science and Engineering (UBMK) · 28
Promising Cryptocurrency Analysis using Deep Learning
2021 · Selim Buyrukoglu · International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) · 25
Early Detection of Alzheimer’s Disease Using Data Mining: Comparison of Ensemble Feature Selection Approaches
2021 · Selim BUYRUKOĞLU · Konya Journal of Engineering Sciences · 24
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Stacking Ensemble Learning-Based Wireless Sensor Network Deployment Parameter Estimation
2022 · Ayhan Akbas, Selim Buyrukoglu · Arabian Journal for Science and Engineering · 22
Hybrid Machine Learning Model Coupled with School Closure For Forecasting COVID-19 Cases in the Most Affected Countries
2021 · Yildiran Yilmaz, Selim Buyrukoglu · Hittite Journal of Science & Engineering · 19
Advanced deep learning techniques for sentiment analysis: combining Bi-LSTM, CNN, and attention layers
2025 · Asmaa Sami Mirdan, Selim Buyrukoglu, et al. · International Journal of Advances in Intelligent Informatics · 18
Deep Learning for Enhanced Education Quality: Assessing Student Engagement and Emotional States
2023 · Qusai Gazawy, Selim Buyrukoglu, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 13
Evaluating machine learning and statistical learning techniques for cancer classification and diagnosis
2025 · Asmaa Salim Hussaien Alwazy, Gonca Buyrukoğlu, et al. · Iran Journal of Computer Science · 12
Improving marking efficiency for longer programming solutions based on a semi‐automated assessment approach
2019 · Selim Buyrukoglu, Firat Batmaz, et al. · Computer Applications in Engineering Education · 12
Correlation value determined to increase Salmonella prediction success of deep neural network for agricultural waters
2022 · Selim Buyrukoğlu, Yıldıran Yılmaz, et al. · Environmental Monitoring and Assessment · 11
Student adaptivity classification in online education through stacked ensemble learning
2024 · Mathr Sharif, Selim Buyrukoglu, et al. · Multimedia Tools and Applications · 7
A novel color labeled student modeling approach using e-learning activities for data mining
2022 · Selim Buyrukoğlu · Universal Access in the Information Society · 7
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Deep Belief Network Based Wireless Sensor Network Connectivity Analysis
2023 · Ayhan AKBAŞ, Selim BUYRUKOĞLU · Balkan Journal of Electrical and Computer Engineering · 6
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Development and Evaluation of Ensemble Learning Models for Detection of DDOS Attacks in IoT
2022 · Yıldıran YILMAZ, Selim BUYRUKOĞLU · Hittite Journal of Science & Engineering · 6
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Increasing the similarity of programming code structures to accelerate the marking process in a new semi-automated assessment approach
2016 · Selim Buyrukoglu, Firat Batmaz, et al. · International Conference on Computer Science & Education (ICCSE) · 6
Evaluating Machine Learning Performance and Consumer Sentiments on E-Commerce Platforms: A Comprehensive Twitter Analysis of Amazon
2025 · Asmaa Sami Mirdan, Mohammed Rashad Baker, et al. · Ingénierie des systèmes d information · 5
Novel Machine Learning (ML) Algorithms to Classify IPv6 Network Traffic in Resource-Limited Systems
2022 · Yıldıran YILMAZ, Selim BUYRUKOĞLU, et al. · Computer Science · 4
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Comparison of Ensemble and Base Learner Algorithms for the Prediction of Machining Induced Residual Stresses in Turning of Aerospace Materials
2022 · Selim BUYRUKOĞLU, Sinan KESRİKLİOĞLU · Bitlis Eren Üniversitesi Fen Bilimleri Dergisi · 4
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Semi-Automatic Assessment Approach to Programming Code for Novice Students
2016 · Selim Buyrukoglu, Firat Batmaz, et al. · International Conference on Computer Supported Education · 4
Enhanced Fetal Plane Classification in Ultrasound Imaging via Prototypical Networks and Few-Shot Learning
2025 · Mahamoud Abdi Abdillahi, Mohammed Rashad Baker, et al. · Journal of Imaging Informatics in Medicine · 3
Works count: 48
Citation count: 523
H-index: 12
I10-index: 15
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