Yayınlar & Eserler

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

A novel permission-based Android malware detection system using feature selection based on linear regression

Şahin D. Ö., Kural O. E., Akleylek S., Kılıç E.
NEURAL COMPUTING & APPLICATIONS , cilt.35, sa.7, ss.4903-4918, 2023 (SCI-Expanded) identifier identifier

A novel Android malware detection system: adaption of filter-based feature selection methods

Şahin D. Ö., Kural O. E., Akleylek S., Kılıç E.
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING , cilt.14, ss.1243-1257, 2023 (SCI-Expanded) identifier identifier

Low-Resource Neural Machine Translation: A Systematic Literature Review

Yazar B. K., Şahin D. Ö., Kılıç E.
IEEE ACCESS , ss.131775-131813, 2023 (SCI-Expanded) Creative Commons License identifier

LinRegDroid: Detection of Android Malware Using Multiple Linear Regression Models-Based Classifiers

Şahin D. Ö., Akleylek S., Kılıç E.
IEEE ACCESS , cilt.10, ss.14246-14259, 2022 (SCI-Expanded) identifier identifier

Permission-based Android malware analysis by using dimension reduction with PCA and LDA

Şahin D. Ö., Kural O. E., Akleylek S., Kılıç E.
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS , cilt.63, 2021 (SCI-Expanded) identifier identifier

Two new feature selection metrics for text classification

Şahin D. Ö., Kılıç E.
AUTOMATIKA , cilt.60, sa.2, ss.162-171, 2019 (SCI-Expanded) identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

Görüntü İşleme Tekniklerini Kullanarak Mobil Uygulama Tabanlı Optik Okuyucu Sisteminin Geliştirilmesi

Turhan S., Bozkurt M., ŞAHİN D. Ö.
Karamanoğlu Mehmetbey Üniversitesi Mühendislik ve Doğa Bilimleri Dergisi , cilt.5, sa.2, ss.169-190, 2023 (Hakemli Dergi)

On the Effect of k Values and Distance Metrics in KNN Algorithm for Android Malware Detection

ŞAHİN D. Ö., AKLEYLEK S., KILIÇ E.
Advances in Data Science and Adaptive Analysis , 2021 (Hakemli Dergi)

Türkçe İstenmeyen E-postaların Farklı Öznitelik Seçim Yöntemleri Kullanılarak Makine Öğrenmesi Algoritmaları ile Tespit Edilmesi

ERYILMAZ E. E., ŞAHİN D. Ö., KILIÇ E.
Bilgisayar Bilimleri ve Mühendisliği Dergisi , cilt.13, sa.2, ss.57-77, 2020 (Hakemli Dergi) identifier

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Filtering Turkish Spam Using LSTM from Deep Learning Techniques

Eryilmaz E. E., Şahin D. Ö., Kılıç E.
8th International Symposium on Digital Forensics and Security, ISDFS 2020, Beirut, Lübnan, 1 - 02 Haziran 2020 identifier

Comparison of Regression Methods in Permission Based Android Malware Detection

Şahin D. Ö., Kural O. E., Akleylek S., Kılıç E.
28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 Ekim 2020 identifier

Machine Learning Based Spam E-mail Detection System for Turkish

Eryilmaz E. E., Şahin D. Ö., Kılıç E.
5th International Conference on Computer Science and Engineering (UBMK), Diyarbakır, Türkiye, 9 - 11 Eylül 2020, ss.7-12 identifier

Spam Filtering with KNN: Investigation of the Effect of k Value on Classification Performance

Şahin D. Ö., Demirci S.
28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 Ekim 2020 identifier

Permission Weighting Approaches in Permission Based Android Malware Detection

Kural O. E., Şahin D. Ö., Akleylek S., Kılıç E.
4th International Conference on Computer Science and Engineering (UBMK), Samsun, Türkiye, 11 - 15 Eylül 2019, ss.134-139 identifier identifier

MOVIE RECOMMENDATION SYSTEM USING DISTRIBUTED MACHINE LEARNING

KARHAN Z., SOYSALDI M., ŞAHİN D. Ö., KILIÇ E.
4th International Conference on Engineering and Natural Sciences (ICENS 2018), Kiev, Ukrayna, 2 - 06 Mayıs 2018, ss.261

A SURVEY ON DIGITAL RIGHTS MANAGEMENT

AKLEYLEK S., SOYSALDI M., KARHAN Z., ŞAHİN D. Ö.
4th International Conference on Engineering and Natural Sciences (ICENS 2018), Kiev, Ukrayna, 2 - 06 Mayıs 2018, ss.260

Dağıtık Makine Öğrenmesi Kullanarak Film Öneri Sistemi

KARHAN Z., SOYSALDI M., ŞAHİN D. Ö., KILIÇ E.
International Conference On Engineering And Natural Sciences (ICENS), Kİev, Ukrayna, 2 - 06 Mayıs 2018

Work Accident Analysis with Machine Learning Techniques

Şahin D. Ö., Sirin B., Akleylek S., Kılıç E.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.215-219 identifier identifier

New Results on Permission Based Static Analysis for Android Malware

Şahin D. Ö., Kural O. E., Akleylek S., Kılıç E.
6th International Symposium on Digital Forensic and Security (ISDFS), Antalya, Türkiye, 22 - 25 Mart 2018, ss.340-343 identifier identifier

A Text Classification Application: Poet Detection from Poetry

ŞAHİN D. Ö., KURAL O. E., KILIÇ E., KARABİNA A.
International Conference on Engineering Technologies (ICENTE17), Konya, Türkiye, 7 - 09 Aralık 2017, ss.228-230

COMPARISON OF STATISTICAL NORMALIZATION TECHNIQUES ON SPEAKERS HEIGHT ESTIMATION

KARABİNA A., ŞAHİN D. Ö., KURAL O. E., KILIÇ E.
Computational and Statistical Methods in Applied Sciences (COSTAS 2017), Samsun, Türkiye, 9 Kasım - 11 Aralık 2017, ss.201-202

COMPARISON OF REGRESSION METHODS ON SPEAKERS HEIGHT ESTIMATION

KARABİNA A., KURAL O. E., ŞAHİN D. Ö., KILIÇ E.
Computational and Statistical Methods in Applied Sciences (COSTAS 2017), Samsun, Türkiye, 7 Kasım - 09 Aralık 2017, ss.204-205

Brain Tumor Detection Based on Image Processing and Statistics

KARHAN Z., ŞAHİN D. Ö., KILIÇ E.
International Conference on Advances and Innovations in Engineering (ICAIE), Elazığ, Türkiye, 10 - 12 Mayıs 2017, ss.981

Modified Arithmetic Circuits for Galois Rings

KURAL O. E., ŞAHİN D. Ö., AKLEYLEK S., ALKIM E.
3rd International Conference on Engineering and Natural Sciences (ICENS 2017), Budapest, Macaristan, 3 - 07 Mayıs 2017, ss.327

Strassen-like 2x2 Matrix Squaring Revisited

AKLEYLEK S., ŞAHİN D. Ö., KURAL O. E.
3rd International Conference on Engineering and Natural Sciences (ICENS 2017), Budapest, Macaristan, 3 - 07 Mayıs 2017, ss.421

Comparison of Classification Algorithms Used Medical Documents Categorization

ŞAHİN D. Ö., KILIÇ E.
Uluslararası Bilgisayar Mühendisliği Konferansı (UBMK), Tekirdağ, Türkiye, 20 - 23 Ekim 2016, ss.210-213

Feature Selection in Text Classification

Şahin D. Ö., Ateş N., Kılıç E.
24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.1777-1780 identifier identifier

Two New Feature Extraction Methods for Text Classification: TESDF and SADF

Kılıç E., Ateş N., Karakaya A., Şahin D. Ö.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.475-478 identifier identifier

Kitap & Kitap Bölümleri

Implementation of Different Machine Learning Projects Using Scikit-learn and Tensorflow Frameworks

ŞAHİN D. Ö.
Methodologies, Frameworks, and Applications of Machine Learning, Srivastava Pramod Kumar, Yadav Ashok Kumar, Editör, IGI Global, ss.19-51, 2024

On the Android Malware Detection System Based on Deep Learning

ŞAHİN D. Ö., YAZAR B. K., AKLEYLEK S., KILIÇ E., Giri D.
Smart Applications with Advanced Machine Learning and Human-Centred Problem Design, D. Jude Hemanth , Utku Kose , Junzo Watada , Bogdan Patrut, Editör, Springer Cham, ss.453-466, 2023

An Extensive Text Mining Study for the Turkish Language: Author Recognition, Sentiment Analysis, and Text Classification

ŞAHİN D. Ö., KILIÇ E.
Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines, Information Resources Management Association, Editör, IGI Global, ss.690-724, 2022

Android-Based Skin Cancer Recognition System Using Convolutional Neural Network

DEMİRCİ S., ŞAHİN D. Ö., İbrahim Halil T.
Diagnostic Applications of Health Intelligence and Surveillance Systems, Divakar Yadav, Abhay Bansal, Madhulika Bhatia, Madhurima Hooda, Jorge Morato, Editör, IGI Global, ss.59-85, 2021

An Extensive Text Mining Study for the Turkish Language: Author Recognition, Sentiment Analysis, and Text Classification

ŞAHİN D. Ö., KILIÇ E.
Natural Language Processing for Global and Local Business, Fatih Pınarbaşı, M. Nurdan Taşkıran, Editör, IGI Global, ss.272-306, 2020

Metrikler

Yayın

33

Atıf (WoS)

96

H-İndeks (WoS)

5

Atıf (Scopus)

140

H-İndeks (Scopus)

6

Proje

3

Açık Erişim

1