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Yelda Fırat

Observed names: FIRAT, Yelda, Fırat, Yelda, fırat, yelda
ORCID: 0009-0003-8365-1000
Observed ORCID: 0009-0003-8365-1000
OpenAlex ID: A5065055949
An explainable ensemble machine learning model using baseline blood transcriptomics to predict Parkinson's disease motor progression
2026 · Yelda Fırat · Frontiers in Digital Health · 3
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Explainable machine learning-based identification of transcriptomic biomarkers in CD1c+ dendritic cells for non-infectious uveitis: an integrative analysis of bulk RNA-seq data
2026 · Yelda Fırat · Frontiers in Bioinformatics · 2
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SHAP-based explainable AI framework for autism severity classification using 3D motor biomarkers
2026 · Yelda Fırat · Frontiers in Psychiatry · 2
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An explainable ensemble machine learning framework for predicting cartilage biomechanical degradation from transcriptomic profiles: toward smart orthopedic device design
2026 · Yelda Fırat · Frontiers in Bioengineering and Biotechnology · 1
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A Hybrid Deep Learning Model for Wheat Price Prediction: LSTM–Autoencoder Ensemble Approach with SHAP-Based Interpretability
2026 · Yelda Fırat, Hüseyin Ali Sarıkaya · Sustainability · 1
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Learning-Enhanced Metaheuristics for Multidimensional Heterogeneous Vehicle Routing with Mixed Pickup and Delivery on Directed Road Networks: Reproducibility Package
2026 · FIRAT, Yelda · Zenodo (CERN European Organization for Nuclear Research)
Exploratory analysis of pupillography-based machine learning for assessing autonomic dysfunction in multiple sclerosis
2026 · Neslihan Parmak Yener, Yelda Fırat, et al. · Multiple Sclerosis and Related Disorders
Deep Learning-based Detection of Motor Biomarkers for Autism from Children's Video Recordings
2026 · Yelda Fırat, Yılmaz Kılıçaslan, et al. · JUCS - Journal of Universal Computer Science
Machine Learning-Driven Discovery of Peripheral Blood Transcriptomic Biomarkers Across the Psychiatric Spectrum: A Multi-Cohort Pilot Study
2026 · FIRAT, Yelda · Zenodo (CERN European Organization for Nuclear Research)
An Explainable Ensemble Machine Learning Framework for Predicting Cartilage Biomechanical Degradation From Transcriptomic Profiles: Toward Smart Orthopedic Device Design
2026 · fırat, yelda · Zenodo (CERN European Organization for Nuclear Research)
Semantic Analysis of Turkish Language at Discourse Level With Ontology Based Models Created on Computer
2021 · Fırat, Yelda · Çanakkale Onsekiz Mart University AVESIS
Bilgisayar ortamında hazırlanan kavram analiz modelleriyle Türkçe’de zamir belirsizliğinin ortadan kaldırılması
2020 · Fırat, Yelda · Çanakkale Onsekiz Mart University AVESIS
The Importance of Coding and Impacts to a Country Development in Computer Technology Teaching
2018 · Fırat, Yelda · Çanakkale Onsekiz Mart University AVESIS
The Computerized Semantic Analysis Study With Reality Models Created Via Sumo Ontology
2017 · Fırat, Yelda · Çanakkale Onsekiz Mart University AVESIS
Modellenmiş Kavram Latisleriyle Bilgisayarlı Anlam Çözümleme Çalışması
2017 · Yelda Fırat · Gümüşhane Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Biçimsel Kavram Analizi ile Bilgisayar Ortamında Gerçekleştirilen Anlamsal Çıkarımlar ve Eşleştirmeler
2017 · Fırat, Yelda · Çanakkale Onsekiz Mart University AVESIS
Computerized constructed study of frameNet through formal ontology
2015 · Fırat, Yelda · Trakya University's Institutional Open Access System (Trakya University)
Semantic Analysis with a Lattice-Based FrameNet
2014 · Kılıçaslan, Yılmaz, Uçar, Özlem, et al. · Çanakkale Onsekiz Mart University AVESIS
Semantic Analysis of Turkish Through Formal Ontology Constructed in Computer
2013 · Kılıçaslan, Yılmaz, Uçar, Özlem, et al. · Çanakkale Onsekiz Mart University AVESIS
Framenet Tekni̇ği̇ İle İki̇ Di̇lli̇ Ontoloji̇ Hi̇zalamasi
2012 · Fırat, Yelda, Uçar, Özlem, et al. · Çanakkale Onsekiz Mart University AVESIS
İşletmelerde Deği̇şi̇me Di̇renme Ve Çözüm Yöntemleri̇ni̇n İncelenmesi̇
2004 · Fırat, Yelda · Çanakkale Onsekiz Mart University AVESIS
Works count: 21
Citation count: 9
H-index: 2
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