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Burak Kolukısa

Observed names: Burak KOLUKİSA, Burak Kolukisa, Kolukisa Burak, Kolukısa, Burak
ORCID: 0000-0003-0423-4595
Observed ORCID: 0000-0003-0423-4595
OpenAlex ID: A5087402976
Ensemble feature selection and classification methods for machine learning-based coronary artery disease diagnosis
2022 · Burak Kolukisa, Burcu Bakir-Gungor · Computer Standards & Interfaces · 77
Evaluation of Classification Algorithms, Linear Discriminant Analysis and a New Hybrid Feature Selection Methodology for the Diagnosis of Coronary Artery Disease
2018 · Burak Kolukisa, Hilal Hacilar, et al. · IEEE International Conference on Big Data (BigData) · 54
An efficient network intrusion detection approach based on logistic regression model and parallel artificial bee colony algorithm
2023 · Burak Kolukisa, Bilge Kagan Dedeturk, et al. · Computer Standards & Interfaces · 50
Diagnosis of Coronary Heart Disease via Classification Algorithms and a New Feature Selection Methodology
2019 · Burak Kolukısa, Hilal Hacılar, et al. · 27
Coronary Artery Disease Diagnosis Using Optimized Adaptive Ensemble Machine Learning Algorithm
2019 · Burak Kolukisa, Levent Yavuz, et al. · International Journal of Bioscience Biochemistry and Bioinformatics · 18
Defect classification of composite materials using transfer learning methods
2024 · Abdulkadir Gulsen, Burak Kolukisa, et al. · Nondestructive Testing And Evaluation · 17
Deep learning approaches for vehicle type classification with 3-D magnetic sensor
2022 · Burak Kolukisa, Veli Can Yildirim, et al. · Computer Networks · 12
Investigating strain rate effects on damage mechanisms in hybrid laminated composites using acoustic emission
2025 · Abdulkadir Gulsen, Burak Kolukisa, et al. · Applied Acoustics · 9
Ensemble Feature Selection for Clustering Damage Modes in Carbon Fiber‐Reinforced Polymer Sandwich Composites Using Acoustic Emission
2024 · Abdulkadir Gulsen, Burak Kolukisa, et al. · Advanced Engineering Materials · 7
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Ensemble Feature Selection for Clustering Damage Modes in Carbon Fiber‐Reinforced Polymer Sandwich Composites Using Acoustic Emission
2024 · Abdulkadir Gulsen, Burak Kolukisa, et al. · Advanced Engineering Materials · 6
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A Comparative Analysis on Medical Article Classification Using Text Mining & Machine Learning Algorithms
2021 · Burak Kolukisa, Bilge Kagan Dedeturk, et al. · International Conference on Computer Science and Engineering (UBMK) · 6
Breast Cancer Detection Using a New Parallel Hybrid Logistic Regression Model Trained by Particle Swarm Optimization and Clonal Selection Algorithms
2025 · Mustafa Etcil, Bilge Kagan Dedeturk, et al. · Concurrency and Computation Practice and Experience · 5
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ATGRUVAE: Reducing Noise and Improving Forecasting Performance in Stock Data
2024 · Huseyin Akkas, Burak Kolukisa, et al. · International Conference on Computer Science and Engineering (UBMK) · 5
A deep neural network approach with hyper-parameter optimization for vehicle type classification using 3-D magnetic sensor
2022 · Burak Kolukisa, Veli Can Yildirim, et al. · Computer Standards & Interfaces · 5
Privacy-Preserving Wireless Indoor Localization Systems
2023 · Beyhan ADANUR DEDETURK, Burak KOLUKİSA, et al. · Kocaeli Journal of Science and Engineering · 4
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A Transfer Learning Approach for Skin Cancer Subtype Detection
2023 · Burak Kolukısa, Yasin Görmez, et al. · Engineering cyber-physical systems and critical infrastructures · 4
Enhancing Diagnostic Quality in Panoramic Radiography: A Comparative Evaluation of GAN Models for Image Restoration
2025 · Burak Kolukisa, Fatma Çelebi, et al. · Concurrency and Computation Practice and Experience · 3
An Ensemble Feature Selection Methodology That Incorporates Domain Knowledge for Cardiovascular Disease Diagnosis
2020 · Burak Kolukisa, V. Cagri Gungor, et al. · Signal Processing and Communications Applications Conference (SIU) · 2
Açıklanabilir makine öğrenimi yaklaşımı kullanılarak meme kanseriyle ilişkili BRCA1/2 varyantlarının patojenite değerlendirmesi
2026 · Burak Kolukısa · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi · 1
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Evaluating the Impact of Sentiment Analysis on Deep Reinforcement Learning-Based Trading Strategies
2024 · Mustafa Etcil, Burak Kolukisa, et al. · International Conference on Computer Science and Engineering (UBMK) · 1
A Federated Learning Framework for Classifying the Images in Ultrasonic Nondestructive Testing
2024 · Abdulkadir Gulsen, Hilal Hacilar, et al. · International Conference on Computer Science and Engineering (UBMK) · 1
Makine Öğrenmesi Teknikleri ile internet Servis Sağlayicisi için Müşteri Kayip Tahmini : Ensemble Churn Prediction for Internet Service Provider with Machine Learning Techniques
2020 · Gokhan Goy, Burak Kolukisa, et al. · International Conference on Computer Science and Engineering (UBMK) · 1
Evaluation of Adversarial Robustness in Deep Learning-Based Colorectal Histopathology Classification
2026 · Tuğba Karataş, Mustafa Etcil, et al. · Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
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Uncertainty-aware stock selection and portfolio optimization with deep learning-based return prediction
2026 · Mustafa Etcil, Burak Kolukısa, et al. · Annals of Operations Research
An Explainable Machine Learning Approach Using Fundamental Ratios for Stock Return Prediction and Portfolio Rebalancing
2026 · Mustafa Etcil, Burak Kolukisa, et al. · Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi
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Works count: 32
Citation count: 315
H-index: 8
I10-index: 7
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