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Author

Pelin Akın

Observed names: Akın, Pelin, Pelin AKIN, Pelin Akin
ORCID: 0000-0003-3798-4827
Observed ORCID: 0000-0003-3798-4827
OpenAlex ID: A5074691030
A new hybrid approach based on genetic algorithm and support vector machine methods for hyperparameter optimization in synthetic minority over-sampling technique (SMOTE)
2023 · Pelin Akın · AIMS Mathematics · 11
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Hybrid LSTM model with efficient hyperparameter tuning for earthquake magnitude prediction in Turkey
2025 · Pelin Akın, Tuba Koç, et al. · Soil Dynamics and Earthquake Engineering · 7
Estimation of High School Entrance Examination Success Rates Using Machine Learning and Beta Regression Models
2021 · Tuba KOC, Pelin AKIN · Journal of Intelligent Systems Theory and Applications · 5
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Prediction of Human Development Index with Health Indicators Using Tree-Based Regression Models
2021 · Pelin AKIN, Tuba KOC · Adıyaman üniversitesi fen bilimleri dergisi · 4
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Comparision of Kernel Functions in Geographically Weighted Regression Model: Suicide Data as an Application
2021 · Tuba Koç, Pelin Akın · Acta Infologica · 3
Comparison of Unbalanced Data Methods for Support Vector Machines
2021 · Pelin AKIN, Yüksel TERZİ · Turkiye Klinikleri Journal of Biostatistics · 3
The Turkish Version of Intuitive Eating Scale-3 Adapted for Pregnant Women: Validity and Reliability Study
2026 · Gözde EDE İLERİ, Şeyma Nur ERCAN, et al. · Research Square · 1
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Intuitive eating, maternal attachment, and weight status in postpartum women: a cross-sectional study
2025 · Begüm Çiler Ayvaz, Pelin Akin, et al. · BMC Pregnancy and Childbirth · 1
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Dengesiz Veri Setli Sağkalım Verilerinde Cox Regresyon ve Rastgele Orman Yöntemlerin Karşılaştırılması
2020 · Pelin Akın, Yüksel Terzi · DergiPark (Istanbul University) · 1
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Eating Behaviors and Energy and Nutrient Intakes in Children with Autism Spectrum Disorder with and Without Sensory Integration Difficulties
2026 · Gözde Ede İleri, Yeliz Serin, et al. · Children
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Validity and Reliability of the Turkish Version of the Celiac Dietary Adherence Test
2025 · Yeliz Serin, Gözde Ede İleri, et al. · Medicina
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Turizm Sektöründe Doluluk Oranları Tahminlerinin Makine Öğrenmesi Ve Zaman Serisi Analizleri ile İncelenmesi
2025 · Yiğittekin, Ayşe, Koc, Tuba, et al. · DergiPark (Istanbul University)
Using the Fleming-Harrington Estimator Method to Process Censored Data in Machine Learning: A Methodological Study
2024 · Akın, Pelin, Terzi, Yüksel · DergiPark (Istanbul University)
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Comparison of Machine Learning Methods in Prediction Gini Coefficient for OECD Countries
2021 · Koç, Tuba, Akın, Pelin · DergiPark (Istanbul University)
Uncovering a Regulatory Switch Controlling Tomato Fruit Ripening
2017 · Pelin Akın, Yüksel TERZİ · International Journal of Sciences: Basic and Applied Research
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Works count: 15
Citation count: 36
H-index: 4
I10-index: 1
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