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Academician

MURAT AYDOĞAN

Doçent

Fırat Üniversitesi Teknoloji Fakültesi Yazılım Mühendisliği Bölümü

Research topics OpenAlex
  1. Ana Dal Mühendislik Temel Alanı
  2. Yan Dal Bilgisayar Bilimleri ve Mühendisliği
Keywords YÖKSİS
Articles 21 YÖKSİS 21 · OpenAlex 0 Total citations 579 h-index 8 · OpenAlex OpenAlex coverage %38 matched 8 / 21 Q1 articles 5 Scopus · WoS Q1 3 Best field rank #19 / 162 Keyword · top 11.7% Co-authors 39 6 Turkish institutions

Citation impact

Citation counts of the articles matched in OpenAlex, citing publications from Crossref and the Stanford/Elsevier list. Sources are shown separately and never added up.

OpenAlex YÖKSİS articles matched in OpenAlex: 8 + YÖKSİS · co-author record: 6
h-index 8 Percentile in Türkiye: 60 #512 of 1,271 at their university by h-index
i10-index
7
Total citations
579
Top 24% in Türkiye
Per article
41.4
FWCI
3.82
1.00 = world average
World top 1%
1
World top 10%
6

Most cited articles

  1. Quantitative trait locus analysis of fungal disease resistance factors on a molecular map of grapevine 2004 world top 10% 296 citations
  2. An Explainable Deep Learning Model to Prediction Dental Caries Using Panoramic Radiograph Images 2023 world top 1% 108 citations
  3. Improving the accuracy using pre-trained word embeddings on deep neural networks for Turkish text classification 2020 world top 10% 57 citations
How is this computed?

h-index and citations are computed from the citation counts of this academic’s YÖKSİS articles matched in OpenAlex (not Google Scholar, WoS or Scopus). Unmatched articles are not included. 6 articles (361 citations) tagged with this academic’s YÖK author id in co-authors’ YÖKSİS records count only towards citations, h-index and i10; article counts, percentiles and rankings use their own YÖKSİS list.

Citing publications Crossref 35 publications citing 20 DOI-bearing articles · 17 Türkiye-affiliated
  • 2020 6
  • 2021 8
  • 2022 3
  • 2025 18
  1. A Novel Lumbar Foraminal Stenosis Detection and Classification Framework Using 3D Sagittal MRI Dataset TR Osamah F. Abdulmahmod et al. · 2025 9th International Artificial Intelligence and Data Processing Symposium (IDAP) · 2025
  2. TÜRKÇE DOĞAL DİL İŞLEME TEMELLİ ÇALIŞMALARIN TEORİK DEĞERLENDİRMESİ: YÖNTEMSEL ZORLUKLAR VE GELECEK PERSPEKTİFLERİ TR Zülfü Alanoğlu · İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi · 2025 · cites 2 articles of this academic
  3. Açıklanabilir kuantum destekli hibrit öğrenme ile meme kanseri sınıflandırması TR İlhan Uysal · Gümüşhane Üniversitesi Fen Bilimleri Enstitüsü Dergisi · 2025
  4. Multi-Class Sentiment Analysis with E-Commerce User Reviews: Comparisons of Classical and Deep Learning Applications TR Yusuf Şimşek et al. · 2025 9th International Artificial Intelligence and Data Processing Symposium (IDAP) · 2025 · cites 2 articles of this academic
  5. Development of a YOLOv8-based deep learning model for detecting and segmenting dental restorations and dental applications in panoramic radiographs of mixed dentition TR Alican Kuran et al. · British Dental Journal · 2025
  6. Integrating Numerical Data with AI-Based Image Processing Techniques to Improve the Diagnostic Accuracy of Detecting Dental Caries in Panoramic Radiographs TR Bengü Başarı et al. · Diagnostics · 2025
  7. SR-MKG: Self-Refining Medical Knowledge Graph via LLM-Based Topological Confidence Scoring for Radiological Reports of Lumbar Spinal Stenosis TR Mukhlis Raza et al. · 2025 9th International Artificial Intelligence and Data Processing Symposium (IDAP) · 2025
  8. Tweet Verileri İçin Metin Sınıflandırmasında Gelişmiş Makine Öğrenmesi Modelleri: CatBoost ve LightGBM ile Performans Karşılaştırması TR Kamil Abdullah Eşidir · Bilgisayar Bilimleri ve Mühendisliği Dergisi · 2025
  9. Türkçe Haber Metinlerinin Derin Öğrenme Modelleriyle Sınıflandırılması: Karşılaştırmalı Bir İnceleme TR Nihal Duman Suna et al. · Bilgisayar Bilimleri ve Mühendisliği Dergisi · 2025
  10. DOI 10.3390/oral5040090 2025
  11. DOI 10.5772/intechopen.1012609 2025
  12. DOI 10.1109/embc58623.2025.11252946 2025
  13. DOI 10.1007/978-981-95-4960-3_32 2025
  14. DOI 10.1007/978-981-95-3058-8_29 2025
  15. DOI 10.1007/978-3-032-11733-5_10 2025
  16. DOI 10.1109/acroset66531.2025.11281251 2025
  17. DOI 10.1109/mpcon66082.2025.11256574 2025
  18. DOI 10.1109/icetci67340.2025.11257933 2025
  19. A novel Multi-LSTM based deep learning method for islanding detection in the microgrid TR Asiye Kaymaz Özcanlı et al. · Electric Power Systems Research · 2022
  20. Improving automated Turkish text classification with learning‐based algorithms TR Ömer Köksal et al. · Concurrency and Computation: Practice and Experience · 2022
  21. TRSAv1: A new benchmark dataset for classifying user reviews on Turkish e-commerce websites TR Murat Aydoğan et al. · Journal of Information Science · 2022
  22. Efficient Turkish Text Classification Approach for Crisis Management Systems TR Saed ALQARALEH · Gazi University Journal of Science · 2021
  23. Pretrained Neural Models for Turkish Text Classification TR Halil Ibrahim Okur et al. · 2021 6th International Conference on Computer Science and Engineering (UBMK) · 2021
  24. An Extensive Text Mining Study for the Turkish Language TR Durmuş Özkan Şahin et al. · Advances in Business Information Systems and Analytics · 2021
  25. DOI 10.1109/access.2021.3060940 2021
  26. DOI 10.1109/icitisee53823.2021.9655788 2021
  27. DOI 10.1142/s0219265921410012 2021
  28. DOI 10.1002/cpe.6613 2021
  29. DOI 10.3390/rs13214486 2021
  30. Sentiment analysis on product reviews based on weighted word embeddings and deep neural networks TR Aytuğ Onan · Concurrency and Computation: Practice and Experience · 2020

Showing the 30 most recent.

Where does this list come from?

Extracted from the reference lists in Crossref’s public March 2026 data file; 18.4% of the file has been processed, so the list may be incomplete. Crossref citations are never added to or compared with the OpenAlex citation counts; the two sources have different coverage.

Field ranking

Position in the main-field, side-field and keyword cohorts by YÖKSİS article score; each card opens that ranking.

YÖKSİS ?
Keyword rankings 2

Works 21

YÖKSİS and OpenAlex records: index distribution, journals published in, a filterable article list and the other output types.

Indexes and citation percentiles

?
TR Index 6 articles
OpenAlex citation percentile
Top 1%1
Top 10%5
Avg · n 9 %77.5
Other counts

Scopus (SJR)

  • YÖKSİS rows 12

WoS (JCR)

  • YÖKSİS rows 12

Articles

Articles with YÖKSİS and OpenAlex source split; narrow by quartile or TR Index.

21articles

Journals with publications

19 journals

Narrow down

Scopus (SJR)
Q15 Q26 Q30 Q40
WoS (JCR)
Q13 Q28 Q30 Q40
TR Index
6articles

Article list

  1. 2026 Leveraging Task-Adaptive Continual Pre-Training to Enhance the Classification Ability of Language Models IEEE Access DOI 10.1109/ACCESS.2026.3715915 YÖKSİS SJR Q1 JCR Q2
  2. 2026 Balancing Security and Performance in LLM Agents: Spotlight-Guard, a Layered Defense Against Indirect Prompt Injection Applied Sciences-Basel YÖKSİS SJR Q2 JCR Q2
  3. 2026 A Workflow-Oriented and Risk-Aware System for Turkish Legal Named Entity Recognition: Integrating Transformer-Based Models with Legal Knowledge Graphs Journal of King Saud University Computer and Information Sciences DOI 10.1007/s44443-026-00915-z YÖKSİS SJR Q1 JCR Q1
  4. 2026 Classification of Spam Content in Turkish Short Messages Using Transformer-Based Models Firat University journal of experimental and computational engineering (Online) YÖKSİS TR Index OpenAlex 56.7%
  5. 2025 Evaluating AI-powered predictive solutions for MRI in lumbar spinal stenosis: a systematic review ARTIFICIAL INTELLIGENCE REVIEW DOI 10.1007/s10462-025-11185-y YÖKSİS SJR Q1 JCR Q1
  6. 2025 Sentiment Analysis in Turkish Using Language Models: A Comparative Study European Journal of Technique (EJT) DOI 10.36222/ejt.1592448 YÖKSİS TR Index
  7. 2025 Performance Evaluation of Transformer-Based Pre-Trained Language Models for Turkish Question-Answering Black Sea Journal of Engineering and Science DOI 10.34248/bsengineering.1596832 YÖKSİS TR Index
  8. 2024 Comparison of Explainable Artificial Intelligence Model and Radiologist Review Performances to Detect Breast Cancer in 752 Patients Journal of Ultrasound in Medicine DOI 10.1002/jum.16535 YÖKSİS SJR Q2 JCR Q2 OpenAlex top 10% OpenAlex 93.2%
  9. 2024 Smart Solutions for Mega-Cities: Utilizing Long Short-Term Memory and Multi-Head Attention in Parking Prediction ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION DOI 10.3390/ijgi13120449 YÖKSİS SJR Q1 JCR Q2
  10. 2024 Comparison of Transformer-Based Turkish Models for Question-Answering Task Balkan Journal of Electrical and Computer Engineering DOI 10.17694/bajece.1576976 YÖKSİS TR Index
  11. 2023 A hybrid deep neural network‐based automated diagnosis system using x‐ray images and clinical findings INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY DOI 10.1002/ima.22856 YÖKSİS SJR Q2 JCR Q2
  12. 2023 TRSAv1: A new benchmark dataset for classifying user reviews on Turkish e-commerce websites JOURNAL OF INFORMATION SCIENCE DOI 10.1177/01655515221074328 YÖKSİS SJR Q1 JCR Q2
  13. 2023 An Explainable Deep Learning Model to Prediction Dental Caries Using Panoramic Radiograph Images Diagnostics DOI 10.3390/diagnostics13020226 YÖKSİS SJR Q2 JCR Q1 OpenAlex top 1% OpenAlex 99.9%
  14. 2023 Türkçe Duygu Sınıflandırma İçin Transformers Tabanlı Mimarilerin Karşılaştırılmalı Analizi Anatolian Science - Bilgisayar Bilimleri Dergisi DOI 10.53070/bbd.1350405 YÖKSİS
  15. 2022 Automatic semantic segmentation for dental restorations in panoramic radiography images using U‐Net model INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY DOI 10.1002/ima.22803 2 YÖKSİS records YÖKSİS SJR Q2 JCR Q2 OpenAlex top 10% OpenAlex 93.6%
  16. 2020 Improving the accuracy using pre-trained word embeddings on deep neural networks for Turkish text classification Physica A: Statistical Mechanics and its Applications DOI 10.1016/j.physa.2019.123288 YÖKSİS SJR Q2 JCR Q2 OpenAlex top 10% OpenAlex 96.5%
  17. 2020 Duygu Analizi Tabanlı Yeni Bir Hibrit Tavsiyeci Sistem Euroasia Journal of Mathematics, Engineering, Natural Medical Sciences DOI 10.38065/euroasiaorg.383 YÖKSİS
  18. 2020 An Artificial Intelligence Application in Health Developed on Covid-19 Documents Journal of Health, Medicine and Nursing DOI 10.7176/JHMN/75-08 YÖKSİS
  19. 2020 INFORMATION SECURITY APPLICATION DEVELOPED USING CRYPTOLOGY ANDSTEGANOGRAPHY TECHNIQUES Euroasia Journal of Mathematics, Engineering, Natural Medical Sciences DOI 10.38065/euroasiaorg.384 YÖKSİS OpenAlex 14.7%
  20. 2020 Spelling Correction with the Dictionary Method for the Turkish Language Using Word Embeddings Avrupa Bilim ve Teknoloji Dergisi DOI 10.31590/ejosat.araconf8 YÖKSİS TR Index OpenAlex 64.7%

Projects 9 See all (9) →

  1. 2025 Büyük Dil Modellerinde Açıklanabilirlik ve Performans İlişkisinin İncelenmesi Yükseköğretim Kurumları tarafından destekli bilimsel araştırma projesi · Tamamlandı 2025-11-10 – 2027-11-09
  2. 2022 Yapay Zeka ve Büyük Veri Araştırmaları Yükseköğretim Kurumları tarafından destekli bilimsel araştırma projesi · Tamamlandı 2022-10-06 – 2024-12-06
  3. 2024 Doğal Dil İşleme Teknikleriyle Türkçe Metinler Üzerinde Nefret Söyleminin Tespit Edilmesi Yükseköğretim Kurumları tarafından destekli bilimsel araştırma projesi · Tamamlandı 2024-04-05 – 2027-03-05
  4. 2023 Beyin Manyetik Rezonans Görüntülerinin Derin Öğrenme Temelli Yaklaşımlar ile Sınıflandırılması Yükseköğretim Kurumları tarafından destekli bilimsel araştırma projesi · Tamamlandı 2023-03-02 – 2024-03-01
  5. 2026 Eğitimde Dijital Dönüşüm ve Yenilikçi Yaklaşımlar: Yapay Zeka Destekli E-Öğrenme Sistemlerinin Tasarımı ve Uygulanmasına Yönelik Akademik Kapasite Geliştirme -Tübitak 2237 · Tamamlandı 2026-07-02 – 2026-07-05

Books 2

  1. 2025 Yapay Zekâ Tabanlı Sistemler: Teori, Uygulama ve Gelecek Perspektifleri-2 Bidge Yayınları ISBN 978-625-8567-79-3 Kitap Bölümü · Bilimsel Kitap
  2. 2020 Theory and Research in Engineering II Gece Kitaplığı / Gece Publishing ISBN 978-625-7319-20-1 Kitap Bölümü · Bilimsel Kitap

Proceedings 17 See all (17) →

  1. 2024 NLP in FinTech: Developing a Lightweight Text-to-Chart Application for Financial Analysis 8th International Artificial Intelligence and Data Processing Symposium (IDAP)
  2. 2026 Advanced NLP Applications and Large Language Models Workshop 1st International Turkic World Artificial Intelligence and Digital Transformation Congress
  3. 2026 Adaptation of a Large Turkish Language Model Using Parameter-Efficient Fine-Tuning Methods 1st International Turkic World Artificial Intelligence and Digital Transformation Congress
  4. 2019 Turkish Text Classification with Machine Learning and Transfer Learning 2019 International Artificial Intelligence and Data Processing Symposium (IDAP)
  5. — NLP in FinTech: Developing a Lightweight Text-to-Chart Application for Financial Analysis 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP)

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Collaboration network

From the author lists of YÖKSİS publication records. Duplicate records of a work count once; institutions are co-authors’ current YÖKSİS affiliations.

Co-authors
39
With an akaturk profile
26
Turkish institutions
6
Co-authored works
%95

Academic co-authors 26

  1. ALİ KARCI Profesör · İnönü Üniversitesi 3
  2. MEHMET ARZU Araştırma Görevlisi · Fırat Üniversitesi same university 3
  3. MERT İNCİDELEN Araştırma Görevlisi · Fırat Üniversitesi same university 3
  4. OĞUZHAN KATAR Araştırma Görevlisi · Fırat Üniversitesi same university 3
  5. ÖZAL YILDIRIM Profesör · Fırat Üniversitesi same university 3
  6. ABDULLAH ŞENER Doktor Öğretim Üyesi · Fırat Üniversitesi same university 2
  7. ENGİN AVCI Profesör · Fırat Üniversitesi same university 2
  8. FARUK ÖZTEKİN Doçent · Fırat Üniversitesi same university 2
  9. FERHAT SADAK Doktor Öğretim Üyesi · Bartın Üniversitesi 2
  10. MUHAMMED TALO Doçent · Fırat Üniversitesi same university 2
Show all (26)
  1. TUBA TALO YILDIRIM Profesör · Fırat Üniversitesi same university 2
  2. TUĞBA DALYAN Doçent · İstanbul Bilgi Üniversitesi 2
  3. AHMET ARİF AYDIN Doçent · İnönü Üniversitesi 1
  4. BİLAL ERTUĞRUL Doktor Öğretim Üyesi · Fırat Üniversitesi same university 1
  5. DERYA AVCI Doçent · Fırat Üniversitesi same university 1
  6. DOYGUN DEMİROL Doktor Öğretim Üyesi · Bingöl Üniversitesi 1
  7. ERTAN BÜTÜN Doktor Öğretim Üyesi · Fırat Üniversitesi same university 1
  8. HAKAN ÇAKAR Öğretim Görevlisi (ders Vermekle Görevli) · Fırat Üniversitesi same university 1
  9. MAHMUT KAYA Doçent · Fırat Üniversitesi same university 1
  10. MUHAMMED YILDIRIM Doçent · Fırat Üniversitesi same university 1
  11. MURAT KARABATAK Profesör · Fırat Üniversitesi same university 1
  12. PELİN SEHER ÖZTEKİN Doçent · Sağlık Bilimleri Üniversitesi 1
  13. SAVAŞ YILDIRIM Doçent · İstanbul Bilgi Üniversitesi 1
  14. SERAP EREL Profesör · Sağlık Bilimleri Üniversitesi 1
  15. TÜLAY OMMA Doçent · Lokman Hekim Üniversitesi 1
  16. YUNUS SANTUR Doçent · Fırat Üniversitesi same university 1

National collaboration 6 institutions

Within own university13 joint works · Fırat Üniversitesi

  1. İnönü Üniversitesi 4 works · 2 academics
  2. Bartın Üniversitesi 2 works · 1 academics
  3. İstanbul Bilgi Üniversitesi 2 works · 2 academics
  4. Bingöl Üniversitesi 1 works · 1 academics
  5. Lokman Hekim Üniversitesi 1 works · 1 academics
  6. Sağlık Bilimleri Üniversitesi 1 works · 2 academics

Other co-authors (incl. international) 13

U. Rajendra Acharya 2Ahmed S ElbadawyBuğra KıvrakHasan KemikMugahed A Al-antariMukhlis RazaOliver FaustOğuzhan TokurPawel PlawiakSaied SalemVeysel KOCAMANYeong Hyeon GuZeynep Özpolat

Authors without an akaturk profile (international researchers, retired or former academics, students, clinicians) are grouped by name spelling; short forms such as “Gulluce M.” join the single full name they match.