Yayınlar & Eserler

Yayın Ağı
Makaleler 20
Tümü (20)
SCI-E, SSCI, AHCI (12)
SCI-E, SSCI, AHCI, ESCI (13)
ESCI (1)
Scopus (12)
TRDizin (6)
Diğer Yayınlar (1)

1. Prediction of thermal conversion characteristics for co-combustion of waste tire-lignite coal using machine learning algorithms

Soyler N., Şahin D. Ö., Demirci S., Ceylan S.
CANADIAN JOURNAL OF CHEMICAL ENGINEERING , cilt.103, sa.12, ss.5832-5845, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

2. İki aşamalı kötücül URL tespit mimarisi: Yeni nesil tehdit tanıma ve sınıflandırma yaklaşımı

ŞAHİN D. Ö., DEMİRCİ S., ŞAHİN M. A., ACAR N. C., KODAL H. U. C.
ENGINEERING SCIENCES , cilt.14, sa.4, ss.1498-1508, 2025 (TRDizin)

3. Comparison of machine learning algorithms for predicting length of stay in chronic kidney disease patients

Kiremit B., Şahin D. Ö.
Computers in Biology and Medicine , cilt.196, 2025 (SCI-Expanded, Scopus) identifier identifier

4. Design of the amorphous/crystalline TiO2 nanocomposites via machine learning for photocatalytic applications

DEMİRCİ S., Şahin D. Ö., Demirci S.
MATERIALS SCIENCE IN SEMICONDUCTOR PROCESSING , cilt.192, 2025 (SCI-Expanded, Scopus) identifier identifier

5. ELEKTRİKLİ ARABA VERİ KÜMESİ ÜZERİNDE MAKİNE ÖĞRENMESİ VE DERİN ÖĞRENME ALGORİTMALARI KULLANARAK ŞARJ DURUMU TAHMİNİ

ŞAHİN D. Ö., Çandırlı M., Erşen A., Akar M. H.
Mühendis ve Makina , cilt.66, sa.719, ss.361-387, 2025 (TRDizin)

6. Phishing E-mail Detection with Machine Learning and Deep Learning: Improving Classification Performance with Proposed New Features

Brioua H., Siyambaş H., ŞAHİN D. Ö.
Balkan Journal of Electrical and Computer Engineering , cilt.13, sa.2, ss.183-193, 2025 (TRDizin)

7. Makine Öğrenmesi ve Derin Öğrenmeye Dayalı Duygu Analizinde Metin Temsil Yöntemlerinin Sınıflandırma Başarımına Etkisinin İncelenmesi

Kahraman A., ŞAHİN D. Ö., Bıyıklı D., Aytekin F., Darga H. B.
Karadeniz Fen Bilimleri Dergisi , cilt.15, sa.2, ss.923-959, 2025 (TRDizin)

8. Experimental Examination of the Effect of Programming Languages and Frameworks on Mobile Application Development Processes

Şahin D. Ö., Altun Z., Kaya O., Semiz B.
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING , cilt.35, sa.04, ss.503-523, 2025 (SCI-Expanded, Scopus) identifier identifier

9. Hibrit Aktarım Öğrenme Tekniklerini Kullanarak Beyin Tümörü Sınıflandırmasında Yeni Sonuçlar

Kalender D., Öztürk A., Bilgin Ö., ŞAHİN D. Ö.
Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji , cilt.13, sa.1, ss.29-47, 2025 (TRDizin)

10. Optimizing Boride Coating Thickness on Steel Surfaces Through Machine Learning: Development, Validation, and Experimental Insights

DEMİRCİ S., Şahin D. Ö., Demirci S., Gumus A., TÜNÇAY M. M.
APPLIED SCIENCES-BASEL , cilt.15, sa.5, 2025 (SCI-Expanded, Scopus) identifier identifier

11. Turkish Optical Character Recognition Under the Lens: A Systematic Review of Language-Specific Challenges, Dataset Scarcity, and Open-Source Limitations

Goksu Ozturk M., Şahin D. Ö., Kılıç E.
IEEE ACCESS , cilt.13, ss.168977-168997, 2025 (SCI-Expanded, Scopus) identifier

12. 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)

13. 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, Scopus) identifier identifier

14. 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, Scopus) identifier identifier

15. Low-Resource Neural Machine Translation: A Systematic Literature Review

Yazar B. K., Şahin D. Ö., Kılıç E.
IEEE ACCESS , cilt.11, ss.131775-131813, 2023 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

16. 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, Scopus) identifier identifier

17. 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, Scopus) identifier identifier

18. 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 (ESCI) identifier

19. 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 (TRDizin) identifier

20. Two new feature selection metrics for text classification

Şahin D. Ö., Kılıç E.
AUTOMATIKA , cilt.60, sa.2, ss.162-171, 2019 (SCI-Expanded, Scopus) identifier identifier
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 26

1. The Impact of Dimensionality Reduction Techniques on Classification Performance in Dry Bean Variety Classification Using Machine Learning

GEBEŞ B., ŞAHİN D. Ö.
2025 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS), Gaziantep, Türkiye, 27 - 28 Haziran 2025, ss.1-9, (Tam Metin Bildiri)

2. In-Depth Analysis of Web and API Vulnerabilities: OWASP Top 10 and Security Strategies

ŞENGÜL S., ŞAHİN D. Ö.
International Conference on Multidisciplinary Sciences and Technological Developments (ICMUSTED 2024), Erzurum, Türkiye, 13 - 15 Aralık 2024, ss.120-133, (Tam Metin Bildiri)

3. Evaluation of the Performance of Transfer Learning Techniques in Classifying Fish Species

Ataç D., ŞAHİN D. Ö.
2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Türkiye, 21 - 22 Eylül 2024, (Tam Metin Bildiri) identifier

4. A Review on Data Visualization: Usage Fields, Importance, and Examples

ŞAHİN D. Ö.
International Conference on Engineering, Natural Sciences, and Technological Developments (ICENSTED 2024), Erdek/Balıkesir, Türkiye, 19 - 21 Temmuz 2024, ss.614, (Özet Bildiri)

5. Evaluation on the use of symbolic computing in engineering and science

ŞAHİN D. Ö.
5th International Eurasian Conference on Science, Engineering and Technology, Ankara, Türkiye, 26 - 28 Haziran 2024, ss.196, (Özet Bildiri)

6. A Survey of Machine Learning and Deep Learning Techniques Used in Gold Price Prediction

SEZGİN M., ŞAHİN D. Ö.
Karaelmas International Science and Engineering Symposium (KISES 2024), Zonguldak, Türkiye, 10 Mayıs 2024, ss.48-49, (Özet Bildiri)

7. EMG Verilerinin Sınıflandırılmasında PCA Boyut İndirgeme Tekniğinin Etkisinin İncelenmesi / Investigating the Effect of PCA Dimension Reduction Technique in Classifying EMG Data

KONUK M. E., ŞAHİN D. Ö., KILIÇ E.
2024 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), İstanbul, Türkiye, 23 Mayıs 2024, ss.1-6, (Tam Metin Bildiri)

8. 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, (Tam Metin Bildiri) identifier

9. 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, (Tam Metin Bildiri) identifier identifier

10. 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, (Tam Metin Bildiri) identifier identifier

11. 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, (Tam Metin Bildiri) identifier

12. 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, (Tam Metin Bildiri) identifier identifier

13. 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, (Özet Bildiri)

14. 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, (Özet Bildiri)

15. 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, (Özet Bildiri)

16. 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, (Tam Metin Bildiri) identifier identifier

17. 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, (Tam Metin Bildiri) identifier identifier

18. 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, (Tam Metin Bildiri)

19. 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, (Özet Bildiri)

20. 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, (Özet Bildiri)

21. 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, (Özet Bildiri)

22. 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, (Özet Bildiri)

23. 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, (Özet Bildiri)

24. 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, (Tam Metin Bildiri)

25. 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, (Tam Metin Bildiri) identifier identifier

26. 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, (Tam Metin Bildiri) identifier identifier
Kitaplar 6

1. YAPAY ZEKÂ DESTEKLİ SOHBET ROBOTLU REZERVASYON SİSTEMİ TASARIMI: KUAFÖRLERE ÖZGÜ UYGULAMA

SAĞLAM A., GÖNÜLLÜ O., ŞAHİN D. Ö.
TÜRKİYE VE DÜNYADA BİLGİSAYAR BİLİMLERİ VE MÜHENDİSLİĞİ, PARLAK BEKİR, Editör, Yaz Yayınları, Afyonkarahisar, ss.282-310, 2025

2. 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

3. 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

4. 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

5. 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

6. 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

52

Yayın (WoS)

21

Yayın (Scopus)

21

Atıf (WoS)

194

H-İndeks (WoS)

6

Atıf (Scopus)

300

H-İndeks (Scopus)

8

Atıf (Scholar)

270

H-İndeks (Scholar)

9

Atıf (TrDizin)

1

H-İndeks (TrDizin)

1

Atıf (Diğer Toplam)

4

Proje

5

Açık Erişim

1
BM Sürdürülebilir Kalkınma Amaçları