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Academician

İLKAY YELMEN

Doktor Öğretim Üyesi

İstinye Üniversitesi Mühendislik Ve Doğa Bilimleri Fakültesi Yazılım Mühendisliği Bölümü

Research topics OpenAlex
Articles 9 YÖKSİS 9 · OpenAlex 0 Total citations 57 h-index 3 · OpenAlex Q1 articles 3 Scopus · WoS Q1 3 Best field rank #141 / 483 Keyword · top 29.2% Co-authors 23 10 Turkish institutions
  1. Ana Dal Mühendislik Temel Alanı
  2. Yan Dal Bilgisayar Bilimleri ve Mühendisliği
Keywords YÖKSİS
Academic summary YÖKSİS and OpenAlex counted separately.
Articles 9
YÖKSİS9 OpenAlex0
Projects 0
Books 1
Proceedings 7

Citation impact

OpenAlex YÖKSİS articles matched in OpenAlex: 8
h-index 3 Percentile in Türkiye: 43 #282 of 516 at their university by h-index
i10-index
2
Total citations
57
Top 45% in Türkiye
Per article
7.1
FWCI
2.15
1.00 = world average
World top 1%
0
World top 10%
3

Most cited articles

  1. A Smart and Mechanized Agricultural Application: From Cultivation to Harvest 2022 world top 10% 32 citations
  2. Multi-Class Document Classification Using Lexical Ontology-Based Deep Learning 2023 16 citations
  3. Enhancing GPS Accuracy with Machine Learning: A Comparative Analysis of Algorithms 2024 world top 10% 5 citations

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. h-index on the OpenAlex author profile: 5.

Field ranking

YÖKSİS ?

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
23
With an akaturk profile
16
Turkish institutions
10
Co-authored works
%100

Academic co-authors 16

  1. METİN ZONTUL Profesör · Sivas Bilim Ve Teknoloji Üniversitesi 9
  2. FAZLI YILDIRIM Profesör · Yeditepe Üniversitesi 3
  3. ALİ GÜNEŞ Profesör · İstanbul Aydın Üniversitesi 2
  4. TOLGA KARAKÖY Profesör · Sivas Bilim Ve Teknoloji Üniversitesi 2
  5. FAHRİ ERENEL Profesör · İstinye Üniversitesi same university 1
  6. FATEME AYŞİN ANKA Doktor Öğretim Üyesi · İstinye Üniversitesi same university 1
  7. FERZAT ANKA Profesör · Fatih Sultan Mehmet Vakıf Üniversitesi 1
  8. HALİT BAKIR Doçent · Sivas Bilim Ve Teknoloji Üniversitesi 1
  9. OĞUZ KAYNAR Profesör · Sivas Cumhuriyet Üniversitesi 1
  10. SAJJAD NEMATZADEH MIANDOAB Doktor Öğretim Üyesi · İstanbul Topkapı Üniversitesi 1
Show all (16)
  1. SEDA KARATEKE Doçent · İstanbul Atlas Üniversitesi 1
  2. SERPİL ÜSTEBAY Doktor Öğretim Üyesi · İstanbul Üniversitesi-Cerrahpaşa 1
  3. TANER ÇEVİK Profesör · İstanbul Rumeli Üniversitesi 1
  4. YETER ÇİLESİZ Doçent · Sivas Bilim Ve Teknoloji Üniversitesi 1
  5. ZAFER ASLAN Profesör · İstanbul Aydın Üniversitesi 1
  6. ZİYA GÖKALP ERSAN Doktor Öğretim Üyesi · İstanbul Gelişim Üniversitesi 1

National collaboration 10 institutions

Within own university1 joint works · İstinye Üniversitesi

  1. Sivas Bilim Ve Teknoloji Üniversitesi 9 works · 4 academics
  2. Yeditepe Üniversitesi 3 works · 1 academics
  3. İstanbul Aydın Üniversitesi 2 works · 2 academics
  4. Fatih Sultan Mehmet Vakıf Üniversitesi 1 works · 1 academics
  5. Sivas Cumhuriyet Üniversitesi 1 works · 1 academics
  6. İstanbul Atlas Üniversitesi 1 works · 1 academics
  7. İstanbul Gelişim Üniversitesi 1 works · 1 academics
  8. İstanbul Rumeli Üniversitesi 1 works · 1 academics
  9. İstanbul Topkapı Üniversitesi 1 works · 1 academics
  10. İstanbul Üniversitesi-Cerrahpaşa 1 works · 1 academics

Other co-authors (incl. international) 7

ANSELME MUZİRFATİEMİR SEYYEDDABAŞIFARZAD KIANIGÜLTEKİN KOÇUNGİOVANNİ RANDOZASERDAR ASARKAYASTEFANİA LANZE

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.

Index quartiles

?
Scopus (SJR) 6
  • Q1 3 %50.0
  • Q2 2 %33.3
  • Q3 1 %16.7
  • Q4 0 %0.0
WoS (JCR) 6
  • Q1 3 %50.0
  • Q2 2 %33.3
  • Q3 0 %0.0
  • Q4 1 %16.7
TR Index 2 articles
OpenAlex citation percentile
Top 1%0
Top 10%3
Avg · n 8 %71.9
Other counts

Scopus (SJR)

  • YÖKSİS rows 6

WoS (JCR)

  • YÖKSİS rows 6

Articles

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

9articles

Journals with publications

7 journals

Narrow down

Scopus (SJR)
Q13 Q22 Q31 Q40
WoS (JCR)
Q13 Q22 Q30 Q41
TR Index
2articles

Article list

  1. 2026 Predicting Chickpea Yield Using Artificial Neural Networks with Explainable AI Agronomy DOI 10.3390/agronomy16070768 YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 93.3%
  2. 2026 Explainable TabPFN-Based Machine Learning for Single-Plant Yield Estimation and Trait Prioritization in Faba Bean (Vicia faba L.) Agronomy DOI 10.3390/agronomy16171653 YÖKSİS SJR Q1 JCR Q1 OpenAlex 76.2%
  3. 2026 Early and Accurate Diagnosis of Ectopic Pregnancy: A SHAP-Based Explainable Machine Learning Approach IEEE Access DOI 10.1109/ACCESS.2026.3692735 YÖKSİS SJR Q1 JCR Q2 OpenAlex 47.4%
  4. 2024 Enhancing GPS Accuracy with Machine Learning: A Comparative Analysis of Algorithms Traitement du Signal DOI 10.18280/ts.410332 YÖKSİS SJR Q3 JCR Q4 OpenAlex top 10% OpenAlex 93.7%
  5. 2023 Multi-Class Document Classification Using Lexical Ontology-Based Deep Learning Applied Sciences DOI 10.3390/app13106139 YÖKSİS SJR Q2 JCR Q1 OpenAlex 89.2%
  6. 2022 A Smart and Mechanized Agricultural Application: From Cultivation to Harvest Applied Sciences DOI 10.3390/app12126021 YÖKSİS SJR Q2 JCR Q2 OpenAlex top 10% OpenAlex 95.6%
  7. 2022 Multi-Class Document Classification Based on Deep Neural Network and Word2Vec International Journal of Aeronautical and Space Sciences DOI https://jast.hho.msu.edu.tr/index.php/JAST/article/view/508 YÖKSİS TR Index OpenAlex 50.3%
  8. 2021 DDOS SALDIRILARININ MAKİNE ÖĞRENİMİ ALGORİTMALARIYLA TESPİTİ FBU-DAE 2021 DOI https://dergipark.org.tr/en/download/article-file/2084224 YÖKSİS OpenAlex 29.7%
  9. 2020 Customer Segmentation Based on Self-Organizing Maps: A Case Study on Airline Passengers Havacılık ve Uzay Teknolojileri Dergisi YÖKSİS TR Index

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