Author

Pınar Karadayı Ataş

Observed names: Pinar Atas, Pinar KARADAYI ATAS, Pinar Karadayi Atas, Pınar Karadayı Atas

Institution: Istanbul Arel University

Observed institutions: Bahçeşehir University, Fırat University, Istanbul Arel University

ORCID: 0000-0003-0924-1196

Observed ORCIDs: 0000-0003-0924-1196, 0000-0002-9429-8463

OpenAlex ID: A5086799321

A novel approach for panel data: An ensemble of weighted functional margin SVM models

2019 · Bi̇rsen Eygi Erdogan, Süreyya Özöğür-Akyüz, et al. · Information Sciences · 31

A Novel Hybrid House Price Prediction Model

2022 · Süreyya Özöğür Akyüz, Birsen Eygi Erdogan, et al. · Computational Economics · 30

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A novel hybrid model to predict concomitant diseases for Hashimoto’s thyroiditis

2023 · Pınar Karadayı Ataş · BMC Bioinformatics · 16

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Classification of Motor Imagery Task by Using Novel Ensemble Pruning Approach

2019 · Muhammad Ammar Ali, Duygu Ucuncu, et al. · IEEE Transactions on Fuzzy Systems · 16

A novel clustered-based binary grey wolf optimizer to solve the feature selection problem for uncovering the genetic links between non-Hodgkin lymphomas and rheumatologic diseases

2025 · Pınar Karadayı Ataş · Health Information Science and Systems · 12

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Ensemble cluster pruning via convex‐concave programming

2020 · Süreyya Özöğür‐Akyüz, Buse Çisil Otar, et al. · Computational Intelligence · 10

HEM NAEMP: a novel hybrid ensemble model for North Anatolian Fault zone earthquake magnitude prediction

2025 · Elif Özceylan, Pınar Karadayı Ataş · Natural Hazards · 9

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Predicting stock market by sentiment analysis and deep learning

2024 · Süreyya Özöğür Akyüz, Pınar Karadayı Ataş, et al. · Badania Operacyjne i Decyzje/Operations Research and Decisions · 6

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Investigation of Shopping Habits Using Data Mining Classification Algorithms

2019 · Gamzepelin Aksoy, Pinar Atas, et al. · International Informatics and Software Engineering Conference (IISEC) · 3

Ensemble Learning Based Feature Selection Using Convex Concave Programming

2020 · Pinar Karadayi Atas, Sureyya Akyuz · 1

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An evolutionary guided framework for robust latent representation learning in gastrointestinal endoscopy images: EvoLatent-FS

2026 · Pınar Karadayı Ataş · BioData Mining

GEN-SPARC – a pathway-aware framework for reliable and interpretable biomarker discovery in multi-cancer transcriptomics

2026 · Pınar Karadayı Ataş · Scientific Reports

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A Novel Hybrid Explainable AI Framework for Multimodal Pain-Aware Human Robot Interaction

2026 · Pınar Karadayı Ataş · ACM/IEEE International Conference on Human-Robot Interaction (HRI)

Contributors

2024 · Mehrdad Abdollahian, Babak Aghaei, et al. · Elsevier eBooks

Detection of Thrombocytopenia, Anemia and Leukocytosis by Using Ensemble Learning

2022 · Pinar KARADAYI ATAS · Journal of ENT and Healthcare

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AutoFusion of Feature Pruning via Disciplined Convex Concave Programming

2022 · Pinar Karadayi Atas, Sureyya Akyuz

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Works count: 16

Citation count: 134

H-index: 7

I10-index: 6