Ensemble cluster pruning via convex-concave programming. - Süreyya Özögür-Akyüz; Buse Çisil Otar; Pinar Karadayi Atas (Comput. Intell., 2020)

Classification of Motor Imagery Task by Using Novel Ensemble Pruning Approach. - Muhammad Ammar Ali; Duygu Üçüncü; Pinar Karadayi Atas; Süreyya Özögür-Akyüz (IEEE Trans. Fuzzy Syst., 2020)

Ensemble pruning using optimization modeling (Optimizasyon modellemesi kullanarak topluluk budaması) - Pinar Karadayi Atas (2020)

A novel approach for panel data: An ensemble of weighted functional margin SVM models. - Birsen Eygi Erdogan; Süreyya Özögür-Akyüz; Pinar Karadayi Atas (Inf. Sci., 2021)

A novel hybrid model to predict concomitant diseases for Hashimoto's thyroiditis. - Pinar Karadayi Atas (BMC Bioinform., 2023)

A VNS based framework for early diagnosis of the Alzheimer's disease converted from mild cognitive impairment. - Pinar Karadayi Atas; Aise Zülal Sevkli; Kadir Tufan (Optim. Lett., 2023)

Evaluate student achievement by classifying brain structure and its functionality with novel hybrid method. - Pinar Karadayi Atas (Neural Comput. Appl., 2024)

Predicting stock market by sentiment analysis and deep learning. - Süreyya Özögür-Akyüz; Pinar Karadayi Atas; Aymane Benkhaldoun (Oper. Res. Decis., 2024)

A novel Harris Hawks Optimization-based clustering method for elucidating genetic associations in osteoarthritis and Diverse Cancer Types. - Pinar Karadayi Atas (Comput. Biol. Medicine, 2025)

An innovative approach to ensemble learning in bankruptcy prediction using support vector machines and meta fuzzy functions. - Pinar Karadayi Atas; Nihat Tak; Süreyya Özögür-Akyüz; Birsen Eygi Erdogan (Inf. Sci., 2025)

AutoFusion of feature pruning for decision making in operations research. - Pinar Karadayi Atas; Süreyya Özögür-Akyüz (Central Eur. J. Oper. Res., 2025)

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. - Pinar Karadayi Atas (Health Inf. Sci. Syst., 2025)