Alptekin Temizel

E-mail

atemizel@metu.edu.tr

Department

Graduate School of Informatics

ORCID

0000-0001-6082-2573

Scopus Author ID

12761836400

Web of Science Researcher ID

E-5071-2016

Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Polat, Görkem; Ergenç, İlkay; Kani, Haluk Tarık; Özen Alahdab, Yeşim; Atuğ, Özlen; Temizel, Alptekin (2022-07-17)
Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection Akyön, Fatih; Altınuç, Sinan Onur; Temizel, Alptekin (2022-07-02)
Cycle-Spinning Convolution for Object Detection Uzun, Ulku; Temizel, Alptekin (2022-07-01)
Automated question generation and question answering from Turkish texts using text-to-text transformers Akyön, Fatih Çağatay; Çavuşoğlu, Devrim; Cengiz, Cemil; Altınuç, Sinan Onur; Temizel, Alptekin (2022-05-01)
Evaluation of Ulcerative Colitis Endoscopic Mayo Score with Artificial Intelligence Kani, Haluk Tarık; Ergenç, İlkay; Polat, Görkem; Özen Alahdab, Yeşim; Temizel, Alptekin; Atuğ, Özlen (2022-04-01)
A Machine Learning Ensembling Approach to Predicting Transfer Values Aydemir, Ayşe Elvan; Taşkaya Temizel, Tuğba; Temizel, Alptekin (2022-03-01) Predicting transfer values of association football players, despite its importance, has been studied in a limited way in the literature. The existing approaches have mainly focused on explanatory models that cannot be used...
Improving Perceptual Quality of Adversarial Images Using Perceptual Distance Minimization and Normalized Variance Weighting Karlı, Berat Tuna; Şen, Deniz; Temizel, Alptekin (2022-02-28)
Training Universal Adversarial Perturbations with Alternating Loss Functions Şen, Deniz; Karlı, Berat Tuna; Temizel, Alptekin (2022-02-28)
Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation Polat, Görkem; Işık Polat, Ece; Koçyiğit, Altan; Temizel, Alptekin (2021-9-27) Availability of large, diverse, and multi-national datasets is crucial for the development of effective and clinically applicable AI systems in the medical imaging domain. However, forming a global model by bringing these ...
A Dimension Reduction Approach to Player Rankings in European Football Aydemir, Ayşe Elvan; Taşkaya Temizel, Tuğba; Temizel, Alptekin; Preshlenov, Kliment; Strahinov, Daniel (2021-08-24) Player performance evaluation is a challenging problem with multiple dimensions. Football (soccer) is the largest sports industry in terms of monetary value and it is paramount that teams can assess the performance of play...

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