Ramiz Görkem Birdal profile image
Ramiz Görkem Birdal Dr. İstanbul Üniversitesi - Cerrahpaşa
Publication 3 Review 4 CrossRef Cited 1
3 Publication
4 Review
1 CrossRef Cited
0000-0003-1283-0530

Research Fields

Image Processing Data Mining and Knowledge Discovery Pattern Recognition Artificial Intelligence

Institution

İstanbul Üniversitesi - Cerrahpaşa

Publications

Feature Engineering for Parkinson’s Disease Diagnosis: A Hybrid Approach Using Random Forest Feature Selection and Correlation Analysis
Authors: Ramiz Görkem Birdal
Published: 2026 , Erzincan University Journal of Science and Technology
DOI: 10.18185/erzifbed.1640563
FAVORITE 0 TOTAL DOWNLOAD COUNT 499

0

499

Electricity Demand Forecasting Based on Electric Vehicle Growth: A Comparative Analysis of Gradient Boosting, KNN, and Extra Trees Models
Authors: Ramiz Görkem Birdal
Published: 2025 , Journal of Intelligent Transportation Systems and Applications
DOI: 10.51513/jitsa.1649077
FAVORITE 0 TOTAL DOWNLOAD COUNT 746

0

746

Ensemble Learning-Based Approach for Parkinson’s Disease Detection Using Random Forest and Gradient Boosting on Spiral Drawing Biomarkers
Authors: Ramiz Görkem Birdal
Published: 2025 , Journal of Mathematical Sciences and Modelling
DOI: 10.33187/jmsm.1705745
FAVORITE 0 TOTAL DOWNLOAD COUNT 819

0

819

Articles published in
Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Journal of Intelligent Transportation Systems and Applications
Journal of Intelligent Transportation Systems and Applications
Journal of Mathematical Sciences and Modelling
Journal of Mathematical Sciences and Modelling

Reviews

Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
İstanbul Commerce University Journal of Science
İstanbul Commerce University Journal of Science
Istanbul Commerce University Journal of Tecnologies and Applied Sciences
Istanbul Commerce University Journal of Tecnologies and Applied Sciences

Publications

Ensemble Learning-Based Approach for Parkinson’s Disease Detection Using Random Forest and Gradient Boosting on Spiral Drawing Biomarkers
Authors: Ramiz Görkem Birdal
Published: 2025 , Journal of Mathematical Sciences and Modelling
DOI: 10.33187/jmsm.1705745
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 819

1

0

819

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