ORCID "0000-0001-8863-8348" İşletme ve Yönetim Bilimleri Fakültesi için listeleme
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Lemmatizer: Akıllı Türkçe kök bulma yöntemi
Doğuç, Özge; Aytaç, Ömer Berkay; Silahtaroğlu, Gökhan (International Balkan University, 2020)Yakın zamanda Türkçe doğal dil işleme alanında çeşitli çalışmalar yapılmıştır. Bu çalışmalar, üretilen akıllı bir sistemin Türkçe soru cevaplama, yazıyı başka bir dile çevirme, yazıyı özetleme,e-postalara otomatik yanıt ... -
A machine learning approach to predict creatine kinase test results
Canbolat, Zehra Nur; Silahtaroğlu, Gökhan; Doğuç, Özge; Yılmaztürk, Nevin (Ital Publication, 2020)Most of the research done in the literature are based on statistical approaches and used for deriving reference limits based on lab results. As more data are available to the researchers, ML methods are more effectively ... -
Profitability prediction of Turkish banking industry: A comparative analysis with data science and fuzzy ANP
Silahtaroğlu, Gökhan; Dinçer, Hasan; Yüksel, Serhat (Springer Science and Business Media Deutschland GmbH, 2021)In this study, it is aimed to estimate the factors affecting the profitability of the Turkish banking sector. For this purpose, 34 different variables were firstly determined by literature review. Then, with the help of ... -
Recent applications of data mining in medical diagnosis and prediction
Doğuç, Özge; Canbolat, Zehra Nur; Silahtaroğlu, Gökhan (Elsevier, 2022)Big data has been used in the health sector to improve the quality of life, predict epidemics, cure diseases, and avoid preventable deaths, beyond increasing profits or reducing the burden of excess labor. Data sources in ... -
Sürdürülebilir ekonomik kalkınma bağlamında havayolu sektörüne yönelik etkin yatırım stratejilerinin belirlenmesi
Mızrak, Filiz; Yüksel, Serhat; Silahtaroğlu, Gökhan; Dinçer, Hasan (Gaziantep Üniversitesi, 2022)Bu çalışmanın amacı sürdürülebilir ekonomik kalkınma bağlamında havayolu sektörüne yönelik müşteri memnuniyeti bazlı yatırım stratejilerinin belirlenmesidir. Bu amaca yönelik olarak, havacılık sektöründe müşterilerin ... -
Tree fruit load calculation with image processing techniques
Aral, Merve; Misk, Nada; Silahtaroğlu, Gökhan (2024)Turkey holds a significant position in global olive production, with olives being a crucial component of its agricultural industry. The fruit load on trees directly correlates with olive tree yield, which in turn determines ... -
Use of artificial intelligence in the prediction of malignant potential of gastric gastrointestinal stromal tumors
Seven, Gülseren; Silahtaroğlu, Gökhan; Koçhan, Koray; Tüzün İnce, Ali; Arıcı, Dilek Sema; Şentürk, Hakan (Springer, 2022)Background and Aims This study aimed to investigate whether AI via a deep learning algorithm using endoscopic ultrasonography (EUS) images could predict the malignant potential of gastric gastrointestinal stromal tumors ... -
Using or not using business ıntelligence and big data for strategic management: An empirical study based on interviews with executives in various sectors
Silahtaroğlu, Gökhan; Alayoğlu, Nihat (Elsevier Science, 2016)Information Technology being an inevitable part of our lives changes the way of doing business every five or eight years. This known as technological cycle. The technology we use today becomes obsolete in several years’ ...