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1. DistributedFraudDetection DistributedFraudDetection Public

   In this study, we propose to use a distributed storage and computation system in order to track money transfers instantly. In particular, we keep our transaction history in a distributed file syste…

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2. TUBITAK-1711-PredictiveMaintanance TUBITAK-1711-PredictiveMaintanance Public

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3. Chatter-Detection Chatter-Detection Public

   Utilized a VAE (Variational Autoencoder) and CGAN (Conditional Generative Adversarial Network) models to generate synthetic chatter signals, addressing the challenge of imbalanced data in turning …

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4. ImageSimilarityEngine ImageSimilarityEngine Public

   An image similarity search engine has been developed that finds images similar to the image selected by the user from the dataset provided by the user. The latent vectors of the images are generate…

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5. EBUG-Entity_Based_User_Geolocation_on_Twitter EBUG-Entity_Based_User_Geolocation_on_Twitter Public

   In this study, we propose a geolocation method based on named entities that are present in user tweets. We try to predict the US states where Twitter users reside in. We present a base method, comp…

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6. ModelExplainability_TurkishSentimentAnalysis ModelExplainability_TurkishSentimentAnalysis Public

   An explainability model that can be applied to BERT-based Turkish sentiment analysis models has been developed and its performance has been compared with model spesific Layer-wise relevance propoga…

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