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    Action Recognition in Basketball with Inertial Measurement Unit-Supported Vest by Hamza Sonalcan, Enes Bilen, Bahar Ateş, Ahmet Çağdaş Seçkin

    Published 2025-01-01
    “…The collected IMU data underwent preprocessing and feature extraction, followed by the application of machine learning algorithms including KNN, decision tree, Random Forest, AdaBoost, and XGBoost. Among these, the XGBoost algorithm with a window size of 250 and a 75% overlap yielded the highest accuracy of 96.6%. …”
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    Recognition model for major depressive disorder in Arabic user-generated content by Esraa M. Rabie, Atef F. Hashem, Fahad Kamal Alsheref

    Published 2025-01-01
    “…In comparison ML with BERT transformers, ARABERT has high accuracy in binary classification with a 93.03 percent accuracy rate. In multi-classification, we used DL techniques such as “long short-term memory (LSTM),” and used BERT transformers “Multilingual BERT.” …”
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    A study on microbiological and chemical changes during the production and storage of potassium sorbate treated and salted carp fillets by Bahri Patır, Ayşe Gürel, Gülsüm Ateş, Ahmet H. Dinçoğlu

    “…Salt levels in all types decreased during production and Storage. However rate of decrease in salt contents of 10 % salted samples were higher (P<0.05) Besides. salt content of 5 % salted samples remained relatively constant until the end of storage (P>0.05). …”
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