A novel permission-based Android malware detection system using feature selection based on linear regression DÖ Şahin, OE Kural, S Akleylek, E Kılıç Neural Computing and Applications, 1-16, 2023 | 59 | 2023 |
LinRegDroid: Detection of Android malware using multiple linear regression models-based classifiers DÖ Şahın, S Akleylek, E Kiliç IEEE Access 10, 14246-14259, 2022 | 49 | 2022 |
New results on permission based static analysis for Android malware DO Şahin, OE Kural, S Akleylek, E Kiliç Digital Forensic and Security (ISDFS), 2018 6th International Symposium on, 1-4, 2018 | 43 | 2018 |
Two new feature selection metrics for text classification DÖ Şahin, E Kılıç Automatika: časopis za automatiku, mjerenje, elektroniku, računarstvo i …, 2019 | 42 | 2019 |
A novel Android malware detection system: adaption of filter-based feature selection methods DÖ Şahin, OE Kural, S Akleylek, E Kılıç Journal of Ambient Intelligence and Humanized Computing, 1-15, 2023 | 27 | 2023 |
Filtering Turkish Spam Using LSTM From Deep Learning Techniques EE Eryılmaz, DÖ Şahin, E Kılıç 8th International Symposium on Digital Forensics and Security (ISDFS), 1-6, 2020 | 18 | 2020 |
Permission-based Android malware analysis by using dimension reduction with PCA and LDA DÖ Şahin, OE Kural, S Akleylek, E Kılıç Journal of Information Security and Applications 63, 102995, 2021 | 15 | 2021 |
Machine Learning Based Spam E-mail Detection System for Turkish EE Eryılmaz, DÖ Şahin, E Kılıç 5th International Conference on Computer Science and Engineering (UBMK), 7-12, 2020 | 12 | 2020 |
Two new feature extraction methods for text classification: TESDF and SADF E Kiliç, N Ateş, A Karakaya, DÖ Şahi̇n 2015 23nd Signal Processing and Communications Applications Conference (SIU …, 2015 | 12 | 2015 |
Spam filtering with KNN: Investigation of the effect of k value on classification performance DÖ Şahin, S Demirci 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | 11 | 2020 |
A Text Classification Application: Poet Detection from Poetry DO Sahin, OE Kural, E Kilic, A Karabina International Conference on Engineering Technologies (ICENTE'17), 228-230, 2017 | 9 | 2017 |
Apk2Img4AndMal: Android malware detection framework based on convolutional neural network OE Kural, DÖ Şahin, S Akleylek, E Kılıç, M Ömüral 2021 6th International Conference on Computer Science and Engineering (UBMK …, 2021 | 5 | 2021 |
Permission Weighting Approaches in Permission Based Android Malware Detection OE Kural, DÖ Şahin, S Akleylek, E Kılıç 2019 4th International Conference on Computer Science and Engineering (UBMK …, 2019 | 5 | 2019 |
Feature selection in text classification DÖ Şahi̇n, N Ateş, E Kilic Signal Processing and Communication Application Conference (SIU), 2016 24th …, 2016 | 5 | 2016 |
Türkçe İstenmeyen E-postaların Farklı Öznitelik Seçim Yöntemleri Kullanılarak Makine Öğrenmesi Algoritmaları ile Tespit Edilmesi EE Eryılmaz, DÖ Şahin, E Kılıç Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi 13 (2), 57-77, 0 | 5* | |
On the Android Malware Detection System Based on Deep Learning DÖ Şahin, BK Yazar, S Akleylek, E Kiliç, D Giri The International Conference on Artificial Intelligence and Applied …, 2021 | 3 | 2021 |
On the Effect of k Values and Distance Metrics in KNN Algorithm for Android Malware Detection DÖ Şahin, S Akleylek, E Kılıç Advances in Data Science and Adaptive Analysis 13 (03n04), 2141001, 2021 | 2 | 2021 |
Comparison of regression methods in permission based Android malware detection DÖ Şahin, OE Kural, S Akleylek, E Kılıç 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | 2 | 2020 |
Work Accident Analysis with Machine Learning Techniques DO Sahin, B Sirin, S Akleylek, E Kilic 3rd International Conference on Computer Science and Engineering (UBMK), 215-219, 2018 | 2 | 2018 |
Low-Resource Neural Machine Translation: A Systematic Literature Review BK Yazar, DÖ Şahın, E Kiliç IEEE Access 11, 131775-131813, 2023 | 1 | 2023 |