Yazar "Sahin, Durmus Ozkan" için listeleme
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Feature Selection in Text Classification
Sahin, Durmus Ozkan; Ates, Nurullah; Kilic, Erdal (Ieee, 2016)In recent years, text classification have been widely used. Dimension of text data has increased more and more. Working of almost all classification algorithms is directly related to dimension. In high dimension data set, ... -
New Results on Permission Based Static Analysis for Android Malware
Sahin, Durmus Ozkan; Kural, Oguz Emre; Akleylek, Sedat; Kilic, Erdal (Ieee, 2018)Mobile devices' hardware have been enhancing day by day. With this development, mobile phones are supporting many programs and everyone takes advantage of them. Nevertheless, malware applications are increasing more and ... -
Two New Feature Extraction Methods for Text Classification: TESDF and SADF
Kilic, Erdal; Ates, Nurullah; Karakaya, Aykut; Sahin, Durmus Ozkan (Ieee, 2015)In this study, two new document weighting methods are proposed based on term frequency-inverse document frequency (TF-IDF) generally used in text mining methods. Also, insignificance of the verb in text classification which ... -
Two new feature selection metrics for text classification
Sahin, Durmus Ozkan; Kilic, Erdal (Korema, 2019)Obtaining meaningful information from data has become the main problem. Hence data mining techniques have gained importance. Text classification is one of the most commonly studied areas of data mining. The main problem ... -
Work Accident Analysis with Machine Learning Techniques
Sahin, Durmus Ozkan; Sirin, Burce; Akleylek, Sedat; Kilic, Erdal (Ieee, 2018)All over the world, serious investments have been made in recent years on workers' health and safety. With the importance given to health and safety of workers, new studies have been performed. In this study, data mining ...
