Alptekin Temizel

Graduate School of Informatics
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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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