Yazar "Dik, Sümeyye Zülal" için listeleme
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Data Valuation with Shapley-based Methods for Medical Image Classification
Akçelik, Zeliha Kaya; Hoşavcı, Reyhan; Dik, Sümeyye Zülal; Aydın, Musa; Kuş, Zeki (Institute of Electrical and Electronics Engineers Inc., 2025)This study introduces novel approaches to data valuation in medical image classification, focusing on the Gradient Shapley and Improved Gradient Shapley methods. These methods aim to reduce data selection costs while ... -
Shapley Patch Valuation Method for Histopathological Image Classification
Karadeniz, Büşra Sinem; Dik, Sümeyye Zülal; Kuş, Zeki; Aydın, Musa (Institute of Electrical and Electronics Engineers Inc., 2025)This study introduces a patch valuation method based on Shapley values for histopathological image classification, addressing the computational challenges of processing large whole-slide images (WSIs). The proposed approach ... -
Towards Better Sentiment Analysis in the Turkish Language: Dataset Improvements and Model Innovations
Sentiment analysis in the Turkish language has gained increasing attention due to the growing availability of Turkish textual data across various domains. However, existing datasets often suffer from limitations such as ...
