Browsing Araştırma Çıktıları | WoS | Scopus | TR-Dizin | PubMed by Author "Çayır, Aykut"
Now showing items 1-6 of 6
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Bitcoin Forecasting Using ARIMA and PROPHET
Yenidoğan, Işıl; Çayır, Aykut; Kozan, Ozan; Dağ, Tugce; Arslan, Çiğdem (IEEE, 2018)This paper presents all studies methodology and results about Bitcoin forecasting with PROPHET and ARIMA methods using R analytics platform. To find the most accurate forecast model the performance metrics of PROPHET and ... -
Feature Extraction Based on Deep Learning for Some Traditional Machine Learning Methods
Çayır, Aykut; Yenidoğan, Işıl; Dağ, Hasan (Institute of Electrical and Electronics Engineers Inc., 2018)Deep learning is a subfield of machine learning and deep neural architectures can extract high level features automatically without handcraft feature engineering unlike traditional machine learning algorithms. In this ... -
Konutların Günlük Elektrik Güç Tüketimi Tahmini İçin Uygun Model Seçimi
Çayır, Aykut; Dağ, Hasan (Fırat Üniv. Fen Bilimleri Enst., 2018)Zamana bağlı değişim gösteren olayların modellenmesi zorlu bir veri analizi problemidir. Bu olaylardan biri olan elektrik güç tüketiminde ise veriden mevsimsel etki ve tatil günleri gibi örüntülerin öğrenilerek bir ... -
A location-based movie advisor application for android devices
Arsan, Taner; Çayır, Aykut; Umur, Hande Nur; Güney, Tacettin Dogacan; Panya, Büke (Springer Verlag, 2015)Android is one of the world’s most popular mobile platforms. There are more than 600000 applications available today’s market place. Movie advisor applications are also available in Google Play but there is no location-based ... -
Random CapsNet forest model for imbalanced malware type classification task
Çayır, Aykut; Ünal, Uğur; Dağ, Hasan (Elsevier, 2021)Behavior of malware varies depending the malware types, which affects the strategies of the system protection software. Many malware classification models, empowered by machine and/or deep learning, achieve superior ... -
Website category classification using fine-tuned BERT language model
Demirkıran, Ferhat; Çayır, Aykut; Ünal, Uğur; Dağ, Hasan (Institute of Electrical and Electronics Engineers Inc., 2020)The contents on the Word Wide Web is expanding every second providing web users a rich content. However, this situation may cause web users harm rather than good due to its harmful or misleading information. The harmful ...