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Durmuş Özkan Şahin

Observed names: Durmus Ozkan Sahin, Durmus Özkan Sahin, Durmuş Ozkan Şahin, Durmuş Özkan ŞAHİN, Durmuş Özkan Şahi̇n, Durmuş Özkan Şahın, Sahin, Durmus Ozkan, Şahin, Durmuş Özkan
ORCID: 0000-0002-0831-7825
Observed ORCID: 0000-0002-0831-7825
OpenAlex ID: A5020601027
A novel permission-based Android malware detection system using feature selection based on linear regression
2021 · Durmuş Özkan Şahin, Oğuz Emre Kural, et al. · Neural Computing and Applications · 111
LinRegDroid: Detection of Android Malware Using Multiple Linear Regression Models-Based Classifiers
2022 · Durmuş Özkan Şahın, Sedat Akleylek, et al. · IEEE Access · 82
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New results on permission based static analysis for Android malware
2018 · Durmuş Özkan Şahın, Oğuz Emre Kural, et al. · International Symposium on Digital Forensics and Security (ISDFS) · 45
A novel Android malware detection system: adaption of filter-based feature selection methods
2021 · Durmuş Özkan Şahin, Oğuz Emre Kural, et al. · Journal of Ambient Intelligence and Humanized Computing · 41
Two new feature selection metrics for text classification
2019 · Durmuş Özkan Şahin, Erdal Kılıç · Automatika · 39
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Permission-based Android malware analysis by using dimension reduction with PCA and LDA
2021 · Durmuş Özkan Şahin, Oğuz Emre Kural, et al. · Journal of Information Security and Applications · 36
Filtering Turkish Spam Using LSTM From Deep Learning Techniques
2020 · Ersin Enes Eryılmaz, Durmuş Özkan Şahin, et al. · International Symposium on Digital Forensics and Security (ISDFS) · 26
Low-Resource Neural Machine Translation: A Systematic Literature Review
2023 · Bılge Kağan Yazar, Durmuş Özkan Şahın, et al. · IEEE Access · 25
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Spam Filtering with KNN: Investigation of the Effect of k Value on Classification Performance
2020 · Durmuş Özkan Şahin, Sercan Demirci · Signal Processing and Communications Applications Conference (SIU) · 17
Machine Learning Based Spam E-mail Detection System for Turkish
2020 · Ersin Enes Eryilmaz, Durmuş Ozkan Şahin, et al. · International Conference on Computer Science and Engineering (UBMK) · 11
Apk2Img4AndMal: Android Malware Detection Framework Based on Convolutional Neural Network
2021 · Oğuz Emre Kural, Durmuş Özkan Şahin, et al. · International Conference on Computer Science and Engineering (UBMK) · 9
Optimizing Boride Coating Thickness on Steel Surfaces Through Machine Learning: Development, Validation, and Experimental Insights
2025 · Selim Demirci, Durmuş Özkan Şahin, et al. · Applied Sciences · 8
A Text Classification Application: Poet Detection from Poetry
2018 · Sahin, Durmus Ozkan, Kural, Oguz Emre, et al. · arXiv (Cornell University) · 7
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Comparison of Regression Methods in Permission Based Android Malware Detection
2020 · Durmuş Özkan Şahin, Oğuz Emre Kural, et al. · Signal Processing and Communications Applications Conference (SIU) · 6
Two new feature extraction methods for text classification: TESDF and SADF
2015 · Erdal Kiliç, Nurullah Ateş, et al. · Signal Processing and Communications Applications Conference (SIU) · 6
Revisiting SMS Spam Detection: The Impact of Feature Representation on Classical Machine Learning Models
2026 · Meryem Soysaldı Şahin, Durmuş Özkan Şahin, et al. · Electronics · 5
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Comparison of machine learning algorithms for predicting length of stay in chronic kidney disease patients
2025 · Birgül Yabana Kiremit, Durmuş Özkan Şahin · Computers in Biology and Medicine · 5
Permission Weighting Approaches in Permission Based Android Malware Detection
2019 · Oğuz Emre Kural, Durmuş Özkan Şahin, et al. · International Conference on Computer Science and Engineering (UBMK) · 5
Implementation of Different Machine Learning Projects Using Scikit-learn and Tensorflow Frameworks
2024 · Durmuş Özkan Şahin · Advances in computational intelligence and robotics book series · 4
On the Effect of k Values and Distance Metrics in KNN Algorithm for Android Malware Detection
2021 · Durmuş Özkan Şahin, Sedat Akleylek, et al. · Advances in Data Science and Adaptive Analysis · 4
Prediction of thermal conversion characteristics for co‐combustion of waste tire–lignite coal using machine learning algorithms
2025 · Nejmi Söyler, Durmuş Özkan Şahin, et al. · The Canadian Journal of Chemical Engineering · 3
Turkish Optical Character Recognition Under the Lens: A Systematic Review of Language-Specific Challenges, Dataset Scarcity, and Open-Source Limitations
2025 · Míraç Göksu Öztürk, Durmus Özkan Sahin, et al. · IEEE Access · 3
Feature selection in text classification
2016 · Durmuş Özkan Şahi̇n, Nurullah Ateş, et al. · Signal Processing and Communications Applications Conference (SIU) · 3
Predicting grain growth kinetic in steels using machine learning and XAI for mechanical properties
2026 · Selim Demirci, Durmuş Özkan Şahin, et al. · PLoS ONE · 2
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Design of the amorphous/crystalline TiO2 nanocomposites via machine learning for photocatalytic applications
2025 · Selim Demirci, Durmuş Özkan Şahin, et al. · Materials Science in Semiconductor Processing · 2
Works count: 57
Citation count: 518
H-index: 10
I10-index: 10
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