Browsing by Author "Dereli, Türkay"
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Content analyses of the international federation of red cross and red crescent societies (ifrc) based on machine learning techniques through twitter
Dereli, Türkay; Eligüzel, Nazmiye; Çetinkaya, Cihan (Springer Science and Business Media B.V., 2021)Intensity of natural disasters has substantially increased; disaster management has gained importance along with this reason. In addition, social media has become an integral part of disaster management. Before, during and ... -
Patent classification with pre-trained Bert model
Kahraman, Selen Yücesoy; Durmuşoğlu, Alptekin; Dereli, Türkay (Gazi Universitesi, 2024)Patents are documents that help protect innovations in information technologies and grant special rights to the creator of these innovations for a certain period of time. While these rights give the patent owner the right ... -
Social network analysis of tourism data: A case study of quarantine decisions in COVID-19 pandemic
Altuntaş, Fatma; Altuntaş, Serkan; Dereli, Türkay (Elsevier B.V., 2022)Tourism is one of the most affected sector during the COVID-19 pandemic all over the world. Quarantine decisions are the leading measures taken in practice to reduce possible negative consequences of the COVID-19 pandemic. ... -
Technology assessment and selection: An assessment of the autonomous driving technologies by using type-2 fuzzy sets and systems
Altun, Koray; Kurt, Recep; Berber, Reyhan Özcan; Altuntaş, Serkan; Dereli, Türkay (Taylor and Francis, 2022)Autonomous driving technologies are driving the waves of automotive industry innovation. Identifying research and innovation gaps is getting crucial for staying competitive. This study aims to provide a concise understanding ... -
Uluslararası Kızılhaç ve Kızılay Dernekleri Federasyonu'nun (IFRC) Twitter üzerinden makine öğrenimi tekniklerine dayalı içerik analizleri
Dereli, Türkay; Eligüzel, Nazmiye; Çetinkaya, Cihan (SPRINGER, ŞUBAT 2021)Intensity of natural disasters has substantially increased; disaster management has gained importance along with this reason. In addition, social media has become an integral part of disaster management. Before, during and ...