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AYHAN AKBAŞ · Ankara Science University

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Publications are listed by year, newest first; undated publications appear last.

  1. Article2026International

    Toward Intelligent And Sustainable Satellite Communications: The Role Of Electromagnetic Metasurfaces In 6G Non-Terrestrial Networks

    Xu Zhuoao,Taghvaee Hamidreza,Ali Ali,Akbaş Ayhan,Gradoni Gabriele,Khalily Mohsen

    IEEE Communications Standards Magazine · ss. 1–10

    DOI: 10.1109/MCOMSTD.2026.3718822 ↗Access publication ↗
    Bibliographic details
    Authors
    Xu Zhuoao,Taghvaee Hamidreza,Ali Ali,Akbaş Ayhan,Gradoni Gabriele,Khalily Mohsen
    Journal
    IEEE Communications Standards Magazine
    ISSN
    2471-2825
    Scope
    International
    Language
    Turkish
    Makale türü
    Özgün Makale
    Pages
    1–10
  2. Article2025InternationalSCI-Expanded

    An Approach To Botnet Attacks In The Fog Computing Layer And Apache Spark For Smart Cities

    Al Dawi Abdelaziz,Tezel Necmi Serkan,Rahebı Javad,Akbaş Ayhan

    The Journal of Supercomputing · Cilt 81 · Sayı 582

    DOI: 10.1007/s11227-024-06915-y ↗Access publication ↗
    Bibliographic details
    Authors
    Al Dawi Abdelaziz,Tezel Necmi Serkan,Rahebı Javad,Akbaş Ayhan
    Journal
    The Journal of Supercomputing
    Volume
    81
    Issue
    582
    ISSN
    1573-0484
    Index
    SCI-Expanded
    Scope
    International
    Language
    Turkish
    Makale türü
    Özgün Makale
  3. Article2025InternationalSCI-Expanded

    Deep Learning Neural Network Based On Pso For Leukemia Cell Disease Diagnosis From Microscope Images

    Almahdawi Hamsa,Akbaş Ayhan,Rahebı Javad

    Journal of Imaging Informatics in Medicine

    DOI: 10.1007/s10278-025-01474-x ↗Access publication ↗
    Bibliographic details
    Authors
    Almahdawi Hamsa,Akbaş Ayhan,Rahebı Javad
    Journal
    Journal of Imaging Informatics in Medicine
    ISSN
    948-2933
    Index
    SCI-Expanded
    Scope
    International
    Language
    Turkish
    Makale türü
    Özgün Makale
  4. Article2024InternationalTR DİZİN

    A Comparative Analysis Of Passenger Flow Forecasting In Trams Using Machine Learning Algorithms

    Dedetürk Bilge Kağan, Adanur Dedetürk Beyhan, Akbaş Ayhan

    Bitlis Eren Üniversitesi Fen Bilimleri Dergisi · Cilt 13 · ss. 1–14

    DOI: 10.17798/bitlisfen.1292003 ↗Access publication ↗
    Bibliographic details
    Authors
    Dedetürk Bilge Kağan, Adanur Dedetürk Beyhan, Akbaş Ayhan
    Journal
    Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
    Volume
    13
    ISSN
    2147-3129
    Index
    TR DİZİN
    Scope
    International
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    1–14
  5. Article2024InternationalSCI-Expanded

    An Approach In Melanoma Skin Cancer Segmentation With Bat Optimization Algorithm

    Abed Marwah Sameer Abed,Akbaş Ayhan

    International Journal of Imaging Systems and Technology · Cilt 34 · Sayı 4 · ss. 1–21

    DOI: 10.1002/ima.23119 ↗Access publication ↗
    Bibliographic details
    Authors
    Abed Marwah Sameer Abed,Akbaş Ayhan
    Journal
    International Journal of Imaging Systems and Technology
    Volume
    34
    Issue
    4
    ISSN
    0899-9457
    Index
    SCI-Expanded
    Scope
    International
    Language
    Turkish
    Makale türü
    Özgün Makale
    Pages
    1–21
  6. Article2024InternationalESCI

    Detection And Classification Of Fabric Defects Using Deep Learning Algorithms

    Geze Recep Ali, Akbaş Ayhan

    Politeknik Dergisi · Cilt 27 · Sayı 1 · ss. 371–378

    DOI: 10.2339/politeknik.1386458 ↗Access publication ↗
    Bibliographic details
    Authors
    Geze Recep Ali, Akbaş Ayhan
    Journal
    Politeknik Dergisi
    Volume
    27
    Issue
    1
    ISSN
    2147-9429
    Index
    ESCI
    Scope
    International
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    371–378
  7. Article2024InternationalSCI-Expanded

    Detection Of Phishing Urls With Deep Learning Based On Gan-Cnn-Lstm Network And Swarm Intelligence Algorithms

    Albahadili Abbas Jabr Saleh,Akbaş Ayhan,Rahebı Javad

    Signal, Image and Video Processing · Cilt 18 · ss. 4979–4995

    DOI: 10.1007/s11760-024-03204-2 ↗Access publication ↗
    Bibliographic details
    Authors
    Albahadili Abbas Jabr Saleh,Akbaş Ayhan,Rahebı Javad
    Journal
    Signal, Image and Video Processing
    Volume
    18
    ISSN
    1863-1703
    Index
    SCI-Expanded
    Scope
    International
    Language
    Turkish
    Makale türü
    Özgün Makale
    Pages
    4979–4995
  8. Article2024InternationalTR DİZİN

    Document Classification With Contextually Enriched Word Embeddings

    Mahmood Raad Saadi,Bakal Mehmet Gökhan,Akbaş Ayhan

    Balkan Journal of Electrical and Computer Engineering · Cilt 12 · Sayı 1 · ss. 90–97

    DOI: 10.17694/bajece.1366812 ↗Access publication ↗
    Bibliographic details
    Authors
    Mahmood Raad Saadi,Bakal Mehmet Gökhan,Akbaş Ayhan
    Journal
    Balkan Journal of Electrical and Computer Engineering
    Volume
    12
    Issue
    1
    ISSN
    2147-284X
    Index
    TR DİZİN
    Scope
    International
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    90–97
  9. Article2024InternationalSCI-Expanded

    Melanoma Skin Cancer Detection Based On Deep Learning Methods And Binary Harris Hawk Optimization

    Jaber Noorah Jaber Faisal,Akbaş Ayhan

    Multimedia Tools and Applications · Cilt 84 · Sayı 2025 · ss. 25709–25722

    DOI: 10.1007/s11042-024-19864-8 ↗Access publication ↗
    Bibliographic details
    Authors
    Jaber Noorah Jaber Faisal,Akbaş Ayhan
    Journal
    Multimedia Tools and Applications
    Volume
    84
    Issue
    2025
    ISSN
    1573-7721
    Index
    SCI-Expanded
    Scope
    International
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    25709–25722
  10. Article2024InternationalSCI-Expanded

    Student Adaptivity Classification In Online Education Through Stacked Ensemble Learning

    Sharif Mathr,Buyrukoğlu Selim,Akbaş Ayhan

    Multimedia Tools and Applications

    DOI: 10.1007/s11042-024-20421-6 ↗Access publication ↗
    Bibliographic details
    Authors
    Sharif Mathr,Buyrukoğlu Selim,Akbaş Ayhan
    Journal
    Multimedia Tools and Applications
    ISSN
    1573-7721
    Index
    SCI-Expanded
    Scope
    International
    Language
    Turkish
    Makale türü
    Özgün Makale
  11. Article2023InternationalTR DİZİN

    Deep Belief Network Based Wireless Sensor Network Connectivity Analysis

    Akbaş Ayhan, Buyrukoğlu Selim

    Balkan Journal of Electrical and Computer Engineering · Cilt 11 · Sayı 3 · ss. 262–266

    DOI: 10.17694/bajece.1281060 ↗Access publication ↗
    Bibliographic details
    Authors
    Akbaş Ayhan, Buyrukoğlu Selim
    Journal
    Balkan Journal of Electrical and Computer Engineering
    Volume
    11
    Issue
    3
    ISSN
    2147-284X
    Index
    TR DİZİN
    Scope
    International
    Language
    Turkish
    Makale türü
    Özgün Makale
    Pages
    262–266
  12. Article2023InternationalESCI

    Hibrit Sık Kullanılan Öğe Kümeleme İle Makine Öğrenmesi Tabanlı Ağ Sızma Tespiti

    Fırat Murat,Bakal Mehmet Gökhan,Akbaş Ayhan

    Journal of Polytechnic

    DOI: 10.2339/politeknik.1386467 ↗Access publication ↗
    Bibliographic details
    Authors
    Fırat Murat,Bakal Mehmet Gökhan,Akbaş Ayhan
    Journal
    Journal of Polytechnic
    ISSN
    1302-0900
    Index
    ESCI
    Scope
    International
    Language
    Turkish
    Makale türü
    Özgün Makale
  13. Article2023InternationalSCI-Expanded

    Human Identification Using Palm Print Images Based On Deep Learning Methods And Gray Wolf Optimization Algorithm

    Alshakree Fıras,Akbaş Ayhan,Rahebı Javad

    Signal, Image and Video Processing · Cilt 18 · Sayı 1 · ss. 961–973

    DOI: 10.1007/s11760-023-02787-6 ↗Access publication ↗
    Bibliographic details
    Authors
    Alshakree Fıras,Akbaş Ayhan,Rahebı Javad
    Journal
    Signal, Image and Video Processing
    Volume
    18
    Issue
    1
    ISSN
    1863-1703
    Index
    SCI-Expanded
    Scope
    International
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    961–973
  14. Article2023InternationalSCI-Expanded

    Machine Learning Approaches For Underwater Sensor Network Parameter Prediction

    Uyan Osman Gökhan, Akbaş Ayhan, Güngör Vehbi Çağrı

    Ad Hoc Networks · Cilt 144 · ss. 103139

    DOI: 10.1016/j.adhoc.2023.103139 ↗Access publication ↗
    Bibliographic details
    Authors
    Uyan Osman Gökhan, Akbaş Ayhan, Güngör Vehbi Çağrı
    Journal
    Ad Hoc Networks
    Volume
    144
    ISSN
    1570-8705
    Index
    SCI-Expanded
    Scope
    International
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    103139
  15. Article2022InternationalSCI-Expanded

    A Reliable And Secure Multi-Path Routing Strategy For Underwater Acoustic Sensor Networks

    Uyan Osman Gökhan, Akbaş Ayhan, Güngör Vehbi Çağrı

    Computer Networks · Cilt 212 · ss. 109070

    DOI: 10.1016/j.comnet.2022.109070 ↗Access publication ↗
    Bibliographic details
    Authors
    Uyan Osman Gökhan, Akbaş Ayhan, Güngör Vehbi Çağrı
    Journal
    Computer Networks
    Volume
    212
    ISSN
    1389-1286
    Index
    SCI-Expanded
    Scope
    International
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    109070
  16. Article2022InternationalTR DİZİN

    Comparative Performance Analysis Of Arima, Prophet And Holt-Winters Forecasting Methods On European Covid-19 Data

    Ersöz Nur Şebnem, Güner Şahan Pınar, Akbaş Ayhan, Güngör Burcu

    International Journal of 3D Printing Technologies and Digital Industry · Cilt 6 · Sayı 3 · ss. 556–565

    DOI: 10.46519/ij3dptdi.1120718 ↗Access publication ↗
    Bibliographic details
    Authors
    Ersöz Nur Şebnem, Güner Şahan Pınar, Akbaş Ayhan, Güngör Burcu
    Journal
    International Journal of 3D Printing Technologies and Digital Industry
    Volume
    6
    Issue
    3
    ISSN
    2602-3350
    Index
    TR DİZİN
    Scope
    International
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    556–565
  17. Article2022NationalGoogle Scholar, EuroPub, Asos Index, Research Bible, Academic Researches Index

    Efficiency Of Ensemble Learning Algorithms In The Analysis Of Effects Of Covid-19 Pandemic On Electricity Consumption In Turkey

    Buyrukoğlu Selim, Akbaş Ayhan

    Inspiring Technologies and Innovations · Cilt 1 · Sayı 1 · ss. 9–15

    Access publication ↗
    Bibliographic details
    Authors
    Buyrukoğlu Selim, Akbaş Ayhan
    Journal
    Inspiring Technologies and Innovations
    Volume
    1
    Issue
    1
    ISSN
    2822-6062
    Index
    Google Scholar, EuroPub, Asos Index, Research Bible, Academic Researches Index
    Scope
    National
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    9–15
  18. Article2022InternationalTR DİZİN

    Forecasting Of Occupancy Rate Of Dams İn İstanbul

    Nalici Mehmet Eren, Akbaş Ayhan

    European Journal of Science and Technology · Sayı 41 · ss. 229–239

    DOI: 10.31590/ejosat.1084484 ↗Access publication ↗
    Bibliographic details
    Authors
    Nalici Mehmet Eren, Akbaş Ayhan
    Journal
    European Journal of Science and Technology
    Issue
    41
    ISSN
    2148-2683
    Index
    TR DİZİN
    Scope
    International
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    229–239
  19. Article2022InternationalTR DİZİN

    Machine Learning Based Early Prediction Of Type 2 Diabetes: A New Hybrid Feature Selection Approach Using Correlation Matrix With Heatmap And Sfs

    Buyrukoğlu Selim, Akbaş Ayhan

    Balkan Journal of Electrical and Computer Engineering · Cilt 10 · Sayı 2 · ss. 110–117

    DOI: 10.17694/bajece.973129 ↗Access publication ↗
    Bibliographic details
    Authors
    Buyrukoğlu Selim, Akbaş Ayhan
    Journal
    Balkan Journal of Electrical and Computer Engineering
    Volume
    10
    Issue
    2
    ISSN
    2147-284X
    Index
    TR DİZİN
    Scope
    International
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    110–117
  20. Article2022InternationalSCI-Expanded

    Stacking Ensemble Learning-Based Wireless Sensor Network Deployment Parameter Estimation

    Akbaş Ayhan, Buyrukoğlu Selim

    Arabian Journal for Science and Engineering · Cilt 48 · Sayı 8 · ss. 9739–9748

    DOI: 10.1007/s13369-022-07365-5 ↗Access publication ↗
    Bibliographic details
    Authors
    Akbaş Ayhan, Buyrukoğlu Selim
    Journal
    Arabian Journal for Science and Engineering
    Volume
    48
    Issue
    8
    ISSN
    2193-567X
    Index
    SCI-Expanded
    Scope
    International
    Language
    English
    Makale türü
    Özgün Makale
    Pages
    9739–9748

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