Author

Serpil Aslan

2 papers indexed here

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Open access Sep 2026

Translation-Aware Multilingual Sentiment Analysis: A Comparative Study of Machine Translation Systems and Transformer Ensembles

Multilingual sentiment analysis remains challenging because of cross-linguistic differences, uneven data availability, and potential shifts in meaning introduced during translation. Rather than proposing a new model, this study examines the performance of translation-based pipelines and ensemble Transformer models in m...

Serpil Aslan, Celal Şamil Kartoğlu, Ümit Can · Electronics · 0 citations

Open access Jul 2026

Integrating Local and Global Representation Learning for Pediatric Pneumonia Detection: A Hybrid CNN–Transformer Ensemble Framework

Background/Objectives: Pneumonia remains a leading cause of childhood morbidity and mortality worldwide. Accurate interpretation of pediatric chest radiographs is challenging because of anatomical variability, subtle radiographic findings, and inter-observer variability. This study evaluates different CNN–Transformer e...

Ece Meltem Yalçın, Hayriye Tanyıldız, Serpil Aslan et al. · Diagnostics · 1 citation