Publications & Works

Publication Network
Articles 12
All (12)
SCI-E, SSCI, AHCI (4)
SCI-E, SSCI, AHCI, ESCI (5)
ESCI (1)
Scopus (4)
TRDizin (5)
Other Publications (3)

1. Fotoğraflı mı Fotoğrafsız mı? Tüketici Geri Bildirimlerinin Uzunluğu ile Kullanıcı Derecelendirmeleri Arasındaki İlişkinin Çevrimiçi Restoran Yorumlarında Araştırılması

TUNA M. F., IŞIK Y. E.
Journal of Tourism and Gastronomy Studies , vol.13, no.3, pp.2657-2683, 2025 (TRDizin) identifier

2. A deep learning-based solution for digitization of invoice images with automatic invoice generation and labelling

Arslan H., Işık Y. E., Görmez Y.
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION , vol.27, no.1, pp.97-109, 2024 (SCI-Expanded, Scopus) Creative Commons License identifier

3. Machine Learning and Text Mining based Real-Time Semi-Autonomous Staff Assignment System

Arslan H., Işik Y. E., Görmez Y., Temiz M.
Computer Science and Information Systems , vol.21, no.1, pp.75-94, 2024 (SCI-Expanded, Scopus) identifier

4. Developing Novel Deep Learning Models to Detect Insider Threats and Comparing the Models from Different Perspectives

GÖRMEZ Y., ARSLAN H., IŞIK Y. E., GÜNDÜZ V.
INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES , vol.17, no.1, pp.31-43, 2024 (TRDizin) identifier

5. A novel hybrid model for bluetooth low energy-based indoor localization using machine learning in the internet of things

GÖRMEZ Y., ARSLAN H., IŞIK Y. E., TOMAÇ S.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.30, no.1, pp.36-43, 2024 (ESCI, TRDizin) identifier

6. A User and Entity Behavior Analysis for SIEM Systems: Preprocessing of The Computer Emergency and Response Team Dataset

Görmez Y., Arslan H., Işık Y. E., Dadaş İ. E.
Journal of Soft Computing and Artificial Intelligence , vol.4, no.1, pp.1-6, 2023 (Peer-Reviewed Journal) Creative Commons License

7. Comparative analysis of machine learning approaches for predicting respiratory virus infection and symptom severity

IŞIK Y. E., AYDIN Z.
PeerJ , vol.11, 2023 (SCI-Expanded) identifier identifier

8. Classification of Support Tickets using Different Vectorization and Pre-Processing Methods

ARSLAN H., DADAŞ İ. E., IŞIK Y. E.
Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.10, no.3, pp.1433-1442, 2022 (TRDizin)

9. The Determination of Distinctive Single Nucleotide Polymorphism Sets for the Diagnosis of Behcet's Disease

IŞIK Y. E., GÖRMEZ Y., AYDIN Z., Bakir-Gungor B.
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS , vol.19, no.3, pp.1909-1918, 2022 (SCI-Expanded, Scopus) identifier identifier identifier

10. FBSEM: A Novel Feature-Based Stacked Ensemble Method for Sentiment Analysis

GÖRMEZ Y., IŞIK Y. E., TEMİZ M., AYDIN Z.
International Journal of Information Technology and Computer Science , vol.12, pp.11-22, 2020 (Peer-Reviewed Journal)

11. Makine Öğrenmesi ve Öznitelik Seçim Yöntemleriyle Saldırı Tespiti

KAYNAR O., ARSLAN H., GÖRMEZ Y., IŞIK Y. E.
Bilişim Teknolojileri Dergisi , vol.11, no.2, pp.175-185, 2018 (TRDizin)

12. OTOMATİK METİN ÖZETLEME İÇİN GENETİK ALGORİTMA TABANLI CÜMLE ÇIKARIMI

KAYNAR O., IŞIK Y. E., GÖRMEZ Y., DEMİRKOPARAN F.
Yönetim Bilişim Sistemleri Dergisi , vol.3, pp.62-75, 2017 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences 22

1. Otel Müşterilerine Kulak Vermek: Müşteri Yorumlarından Müşterilerin Hizmet Kalitesine Yönelik Algılarının Keşfedilmesi

TUNA M. F., IŞIK Y. E., TEMİZ M.
International Multidisciplinary Scientific Research Congress, Sivas, Turkey, 4 - 06 July 2025, (Full Text)

2. BLOCKCHAIN BASED VEHICLE REGISTRATION SYSTEM

ÖRNEK F., GÜLER Z., IŞIK Y. E., ARSLAN H.
IV. International Science and Innovation Congress, Turkey, 27 July 2023, pp.41, (Summary Text)

3. Türkçe Faturaların Dijitalleştirilmesi Sürecinde Açık Kaynak Kodlu Optik Karakter Tanımlama Kütüphanelerinin Karşılaştırılması

SAĞLIK M., KAYA M. Z., IŞIK Y. E., ARSLAN H.
International Cumhuriyet Artificial Intelligence Applications Conference’22 (CAIAC’22), Sivas, Turkey, 08 December 2022, (Full Text)

4. Development of Syslog Module for Connecting Sap Systems to SIEM Software

ARSLAN H., GÜNDÜZ V., IŞIK Y. E., GÖRMEZ Y.
14th INTERNATIONAL CONFERENCE ON ENGINEERING & NATURAL SCIENCES, Sivas, Turkey, 18 July 2022, pp.642-643, (Summary Text)

5. Tracking IoT Based Production Lines, 3d Monitoring and the Platform of Productivity Analysis

GÖRMEZ Y., ARSLAN H., IŞIK Y. E., ELYAKAN M. L.
14th INTERNATIONAL CONFERENCE ON ENGINEERING & NATURAL SCIENCES, Sivas, Turkey, 18 July 2022, (Summary Text)

6. NSEM: Novel Stacked Ensemble Method for Sentiment Analysis

IŞIK Y. E., GÖRMEZ Y., KAYNAR O., AYDIN Z.
2018 International Conference on Artificial Intelligence and Data Processing (IDAP), Turkey, 28 - 29 September 2018, (Full Text) identifier

7. NSEM: Duygu Analizi için Özgün Yığınlanmış Topluluk Yöntemi(NSEM: Novel Stacked Ensemble Method for Sentiment Analysis)

IŞIK Y. E., GÖRMEZ Y., KAYNAR O., AYDIN Z.
IEEE 2018 International Conference on Artificial Intelligenceand Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, pp.1-4, (Full Text) identifier

8. The Identification of Discriminative Single Nucleotide Polymorphisms for the Classification of Behçets Disease

GÖRMEZ Y., IŞIK Y. E., GÜNGÖR B.
International Conference on Computer Science and Engineering (UBMK), 20 - 23 September 2018, (Full Text)

9. Otomatik Doküman Özetleme Sistemleri için Mobil Uygulama(Mobil application for automatic document summarization systems)

KAYNAR O., IŞIK Y. E., GÖRMEZ Y., Kus E.
IEEE Conferences 2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text) identifier

10. Protein İkincil Yapı Tahmini İçin Makine Öğrenmesi Yöntemlerinin Karşılaştırılması (Comparison of machine learning classifiers for protein secondary structure prediction)

AYDIN Z., KAYNAR O., GÖRMEZ Y., IŞIK Y. E.
IEEE Conferences 2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, vol.1, (Full Text) identifier

11. The Identification of Discriminative Single Nucleotide Polymorphism Sets for the Classification of Behcet's Disease

GÖRMEZ Y., IŞIK Y. E., Bakir-Gungor B.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.443-447, (Full Text) Sustainable Development identifier identifier

12. Comparison of graph based document summarization method

KAYNAR O., GÖRMEZ Y., IŞIK Y. E., DEMİRKOPARAN F.
2017 International Conference on Computer Science and Engineering (UBMK), Turkey, 05 October 2017, (Full Text) identifier

13. Genetic Algorithm Based Sentence Extraction forAutomatic Text Summarization

KAYNAR O., IŞIK Y. E., GÖRMEZ Y., DEMİRKOPARAN F.
4th International Management Information Systems Conference “Industry 4.0”, İstanbul, Turkey, 17 October 2017, pp.127, (Summary Text)

14. Çizge tabanlı doküman özetleme yöntemlerinin karşılaştırılması (Comparison of graph based document summarization method)

KAYNAR O., GÖRMEZ Y., IŞIK Y. E., DEMİRKOPARAN F.
IEEE Conferences 2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.598-603, (Full Text) identifier identifier

15. RFM Tabanlı Farklı Kümeleme Yöntemleriyle Müşteri Segmentasyonu

KAYNAR O., DEVECİ M. A., GÖRMEZ Y., IŞIK Y. E.
International Conference on “Scientific Cooperation for the Future in Economics and Administrative Sciences, Selanik, Greece, 6 - 08 September 2017, pp.21, (Summary Text)

16. Farklı Benzerlik Yöntemleriyle Çizge TabanlıOtomatik Doküman Özetleme (Graph Based Automatic Document Summarizationwith Different Similarity Methods)

KAYNAR O., IŞIK Y. E., GÖRMEZ Y., DEMİRKOPARAN F.
IEEE Conferences 25.SINYAL ISLEME ve ILETISIM UYGULAMALARI KURULTAYI, Antalya, Turkey, 15 - 18 May 2017, (Full Text)

17. Oto kodlayıcı tabanlı derin öğrenme makinaları ile saldırı tespiti (Intrusion detection with autoencoder based deeplearning machine)

KAYNAR O., YÜKSEK A. G., GÖRMEZ Y., IŞIK Y. E.
IEEE Conferences 25. SINYAL ISLEME ve ILETISIM UYGULAMALARI KURULTAYI, Antalya, Turkey, 15 - 18 May 2017, (Full Text)

18. Graph Based Automatic Document Summarization with Different Similarity Methods

KAYNAR O., IŞIK Y. E., GÖRMEZ Y.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017, (Full Text) identifier identifier

19. Intrusion detection with autoencoder based deep learning machine

KAYNAR O., YÜKSEK A. G., GÖRMEZ Y., IŞIK Y. E.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017, (Full Text) Sustainable Development identifier identifier

20. Fabric Defect Detection with LBP-GLMC

KAYNAR O., IŞIK Y. E., GÖRMEZ Y., DEMİRKOPARAN F.
2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text) identifier identifier

21. Değişik Kümeleme Algoritmalarıyla Eğitilmiş Radyal Tabanlı Yapay Sinir Ağlarıyla Saldırı Tespiti

KAYNAR O., GÖRMEZ Y., IŞIK Y. E., DEMİRKOPARAN F.
International Artificial Intelligence and Data Processing Symposium, 17 - 18 September 2016, (Full Text)

22. OTO KODLAYICI TABANLI DERİN ÖĞRENME MAKİNALARI İLE SPAM TESPİTİ

KAYNAR O., GÖRMEZ Y., IŞIK Y. E.
3. rd International Management Information System Conferance, İzmir, Turkey, 6 - 08 October 2016, pp.44-54, (Full Text)
Books 1

1. Generative Artificial Intelligence (GenAI) Supported Digital Marketing and Content Strategies

TUNA M. F., IŞIK Y. E.
in: Artificial Intelligence Future Frontiers of Generative AI in Engineering, ŞEKER ABDULKADİR, YÜKSEK AHMET GÜRKAN, Editor, Livre de Lyon, Lyon, pp.207-231, 2025
Metrics

Publication

35

Publication (WoS)

10

Publication (Scopus)

14

Citation (WoS)

18

H-Index (WoS)

3

Citation (Scopus)

88

H-Index (Scopus)

5

Citation (Scholar)

72

H-Index (Scholar)

2

Citation (TrDizin)

1

H-Index (TrDizin)

1

Citation (Sobiad)

52

H-Index (Sobiad)

2

Citation (Sum Other)

26

Project

1

Open Access

1
UN Sustainable Development Goals