Yazar "İslamoğlu, Ertuğrul" için listeleme
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Analysis of Code Similarity with Triplet Loss-Based Deep Learning System
Abdellatif, Abdelrahman Taha Abdeltawab; İslamoğlu, Ertuğrul; Nizam, Ali (Springer, 2024)Nowadays, several plagiarism detection tools based on static code features are available for code similarity detection. The application of deep learning in this domain represents an emerging area of research. This research ... -
Optimizing Pre-Trained Code Embeddings With Triplet Loss for Code Smell Detection
İslamoğlu, Ertuğrul; Adalı, Ömer Kerem; Aydın, Musa; Nizam, Ali (İEEE, 2025)Code embedding represents code semantics in vector form. Although code embedding-based systems have been successfully applied to various source code analysis tasks, further research is required to enhance code embedding ... -
Ön Eğitimli Dil Modellerinin Kokan Kod Sınıflama Performansının Üçlü Kayıp Yöntemiyle İyileştirilmesi
İslamoğlu, Ertuğrul (Fatih Sultan Mehmet Vakıf Üniversitesi, 2024)Tez çalışmasının amacı, geliştiricilerin kodda yaptıkları değişiklikleri ve kötü kokan kod veya kısaca kötü kod (code smell) tespit araçlarının çıktılarını derin öğrenme sistemleriyle analiz ederek bir kötü kod tespit ... -
Predicting Code Modifications using BERT Model and Code Histories
Aşık, Hüdayi; İslamoğlu, Ertuğrul; Nizam, Ali (Institute of Electrical and Electronics Engineers Inc., 2024)The use of deep learning-based techniques has emerged in various code analysis tasks. One of the most important tasks for refactoring and vulnerability detection is to identify points in the code that are likely to ...
