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Academician

DERYA BİRANT

Profesör

Dokuz Eylül Üniversitesi Mühendislik Fakültesi Bilgisayar Mühendisliği Bölümü

Research topics OpenAlex
  1. Ana Dal Mühendislik Temel Alanı
  2. Yan Dal Bilgisayar Bilimleri ve Mühendisliği
Keywords YÖKSİS
Articles 79 YÖKSİS 79 · OpenAlex 0 Total citations 3,366 h-index 21 · OpenAlex Q1 articles 20 Scopus · WoS Q1 12 Top 2% world rank #222,546 Stanford / Elsevier 2026 Best field rank #7 / 678 Keyword · top 1.0% Co-authors 60 6 Turkish institutions

Citation impact

OpenAlex YÖKSİS articles matched in OpenAlex: 71 + YÖKSİS · co-author record: 6
h-index 21 Percentile in Türkiye: 98 #65 of 2,152 at their university by h-index
i10-index
37
Total citations
3,366
Top 0.7% in Türkiye
Per article
43.7
FWCI
2.87
1.00 = world average
World top 1%
2
World top 10%
22

Most cited articles

  1. ST DBSCAN An algorithm for clustering spatial temporal data 2007 world top 10% 1,432 citations
  2. Machine learning and data mining in manufacturing 2021 world top 1% 675 citations
  3. Machine learning for fault analysis in rotating machinery: A comprehensive review 2023 world top 1% 102 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 (20 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. h-index on the OpenAlex author profile: 24.

World’s top 2% scientists

Stanford / Elsevier · 2026
World rank
222,546
career list
2025 rank
108,754
2025 list
Composite c-score
3.17
excluding self-citations
h-index
21
hm 12.9
Sub-field rank
5182
Artificial Intelligence & Image Processing

The 2026 list (v9) prepared by Stanford University and Elsevier from Scopus data; indicators exclude self-citations. See the Türkiye list →

Field ranking

YÖKSİS ?
Keyword rankings 2

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
60
With an akaturk profile
20
Turkish institutions
6
Co-authored works
%97

Academic co-authors 20

  1. KÖKTEN ULAŞ BİRANT Doçent · Dokuz Eylül Üniversitesi same university 19
  2. RECEP ALP KUT Profesör · Dokuz Eylül Üniversitesi same university 15
  3. GÖKSU TÜYSÜZOĞLU Doktor Öğretim Üyesi · Dokuz Eylül Üniversitesi same university 10
  4. ELİFE ÖZTÜRK KIYAK Doktor Öğretim Üyesi · Dokuz Eylül Üniversitesi same university 9
  5. REYAT YILMAZ Doçent · Dokuz Eylül Üniversitesi same university 8
  6. YUNUS DOĞAN Doçent · Dokuz Eylül Üniversitesi same university 6
  7. DUYGU BAĞCI DAŞ Doçent · Ege Üniversitesi 4
  8. ALİCAN DOĞAN Doktor Öğretim Üyesi · Bandırma Onyedi Eylül Üniversitesi 3
  9. FERİŞTAH DALKILIÇ Doktor Öğretim Üyesi · Dokuz Eylül Üniversitesi same university 3
  10. KADRİYE FİLİZ BALBAL Doktor Öğretim Üyesi · Dokuz Eylül Üniversitesi same university 3
Show all (20)
  1. ÖZLEM VARLIKLAR Doçent · Dokuz Eylül Üniversitesi same university 3
  2. SEMİH UTKU Profesör · Dokuz Eylül Üniversitesi same university 2
  3. TUBA ALPYILDIZ Profesör · Dokuz Eylül Üniversitesi same university 2
  4. AYŞEGÜL PALA Profesör · Dokuz Eylül Üniversitesi same university 1
  5. CİHAN IŞIKHAN Profesör · Dokuz Eylül Üniversitesi same university 1
  6. DENİZ KARABAŞ Öğretim Görevlisi (uygulamalı Birim) · İzmir Bakırçay Üniversitesi 1
  7. YALÇIN ÇEBİ Profesör · Dokuz Eylül Üniversitesi same university 1
  8. ÖZLEM ŞEKER Doktor Öğretim Üyesi · Bitlis Eren Üniversitesi 1
  9. İSMAİL HAKKI PARLAK Doktor Öğretim Üyesi · Bolu Abant İzzet Baysal Üniversitesi 1
  10. İSMAİL YÜREKLİ Profesör · Sağlık Bilimleri Üniversitesi 1

National collaboration 6 institutions

Within own university46 joint works · Dokuz Eylül Üniversitesi

  1. Ege Üniversitesi 4 works · 1 academics
  2. Bandırma Onyedi Eylül Üniversitesi 3 works · 1 academics
  3. Bitlis Eren Üniversitesi 1 works · 1 academics
  4. Bolu Abant İzzet Baysal Üniversitesi 1 works · 1 academics
  5. Sağlık Bilimleri Üniversitesi 1 works · 1 academics
  6. İzmir Bakırçay Üniversitesi 1 works · 1 academics

Other co-authors (incl. international) 40

BITA GHASEMKHANI 15PELİN YILDIRIM TAŞER 11GÖZDE BAKIRLI 5ÖZLEM ECE YÜREK 4VOLKAN KIRANOĞLU 3AYŞE BETÜL CENGİZ 2CEM KÖSEMEN 2CEMAL İHSAN SOFUOĞLU 2DEVRİM NAZ AKDAŞ 2EMIRCAN TEPE 2GÖZDE ASLANTAŞ 2MEHMET CENGİZ 2MERVE RUMELLİ 2MUSTAFA ÖZSARAÇ 2TUNA ALAYGUT 2UFUK DEMİR ALAN 2İSMAİL YÜREK 2AYDANUR AKCABUSE BOZKURTCANSEL KÜÇÜKCEREN ATİKDİLŞAH ÇETİNELEM GÜZELEROL MUTLUFerda ÜnalKEMAL BAYSARILEVENT DENKTAŞMEHTAP BAGLANMERT CİVRİZMUSTAFA ERŞAHİNNADİRHAN ŞAHİNOLCAY OZUPEKOĞUZHAN DAŞRAMİZ YILMAZERTAHİR EMRE KALAYCITUGAY EREN GÜZELYOLTUNA KUTYİĞİT AHMET ARIKÖKİREM OKURİREM ÇALMAZ

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.

Indexes and citation percentiles

?
TR Index 15 articles
OpenAlex citation percentile
Top 1%2
Top 10%21
Avg · n 71 %73.0
Other counts

Scopus (SJR)

  • YÖKSİS rows 65

WoS (JCR)

  • YÖKSİS rows 64

Articles

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

79articles

Journals with publications

50 journals

Narrow down

Scopus (SJR)
Q120 Q222 Q320 Q43
WoS (JCR)
Q112 Q224 Q311 Q417
TR Index
15articles

Article list

  1. 2025 Ordinal Random Tree with Rank-Oriented Feature Selection (ORT-ROFS): A Novel Approach for the Prediction of Road Traffic Accident Severity Mathematics DOI 10.3390/math13020310 YÖKSİS SJR Q2 JCR Q1 OpenAlex 74.6%
  2. 2025 A Novel Reduced Error Pruning Tree Forest with Time-Based Missing Data Imputation (REPTF-TMDI) for Traffic Flow Prediction Computer Modeling in Engineering and Sciences DOI 10.32604/cmes.2025.069255 YÖKSİS SJR Q2 JCR Q1 OpenAlex 62.3%
  3. 2025 Joint Tomek Links (JTL): An Innovative Approach to Noise Reduction for Enhanced Classification Performance IEEE Access DOI 10.1109/access.2025.3580290 YÖKSİS SJR Q1 JCR Q2 OpenAlex 83.4%
  4. 2025 A New Machine Learning Method for Rainfall Classification: Temporal Random Tree PeerJ Computer Science DOI 10.7717/peerj-cs.3022 YÖKSİS SJR Q2 JCR Q2 OpenAlex 77.3%
  5. 2025 An Innovative Hybrid Machine Learning Approach for Student Survey Analysis: Random Tree With Ordinal Noise Filtering and Feature Selection (RTONF) IEEE Access DOI 10.1109/access.2025.3614058 YÖKSİS SJR Q1 JCR Q2 OpenAlex 33.5%
  6. 2025 Balanced Hoeffding Tree Forest (BHTF): A Novel Multi-Label Classification with Oversampling and Undersampling Techniques for Failure Mode Diagnosis in Predictive Maintenance Mathematics DOI 10.3390/math13183019 YÖKSİS SJR Q2 JCR Q1 OpenAlex top 10% OpenAlex 91.9%
  7. 2024 Federated Multi-Label Learning (FMLL): Innovative Method for Classification Tasks in Animal Science Animals DOI 10.3390/ani14142021 YÖKSİS SJR Q1 JCR Q1 OpenAlex 81.3%
  8. 2024 Machine Learning Model Development to Predict Power Outage Duration (POD): A Case Study for Electric Utilities Sensors DOI 10.3390/s24134313 YÖKSİS SJR Q1 JCR Q2 OpenAlex top 10% OpenAlex 95.6%
  9. 2024 A Novel Hybrid Model (EMD-TI-LSTM) for Enhanced Financial Forecasting with Machine Learning Mathematics DOI 10.3390/math12172794 YÖKSİS SJR Q2 JCR Q1 OpenAlex top 10% OpenAlex 94.4%
  10. 2024 A new approach: ordinal predictive maintenance with ensemble binary decomposition (OPMEB) Turkish Journal of Electrical Engineering and Computer Sciences DOI 10.55730/1300-0632.4086 YÖKSİS TR Index SJR Q2 JCR Q3 OpenAlex 55.4%
  11. 2024 Potato Plant Leaf Disease Detection Using Deep Learning Method Journal of Agricultural Sciences (Tarım Bilimleri Dergisi) DOI 10.15832/ankutbd.1276722 YÖKSİS SJR Q3 JCR Q3 OpenAlex top 10% OpenAlex 97.3%
  12. 2024 ERIM: An ensemble of rare itemset mining and its application in the automotive industry Expert Systems DOI 10.1111/exsy.13122 YÖKSİS SJR Q2 JCR Q2 OpenAlex 74.1%
  13. 2024 A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD) Entropy DOI 10.3390/e26050403 YÖKSİS SJR Q2 JCR Q2 OpenAlex 83.2%
  14. 2024 A New Predictive Method for Classification Tasks in Machine Learning: Multi-Class Multi-Label Logistic Model Tree (MMLMT) Mathematics DOI 10.3390/math12182825 YÖKSİS SJR Q2 JCR Q1 OpenAlex top 10% OpenAlex 91.3%
  15. 2023 Machine learning for fault analysis in rotating machinery: A comprehensive review HELIYON DOI 10.1016/j.heliyon.2023.e17584 YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.3%
  16. 2023 Logistic Model Tree Forest for Steel Plates Faults Prediction MACHINES DOI 10.3390/machines11070679 YÖKSİS SJR Q2 JCR Q2 OpenAlex 83.5%
  17. 2023 Human activity recognition based on multi‐instance learning EXPERT SYSTEMS DOI 10.1111/exsy.13256 YÖKSİS SJR Q2 JCR Q2 OpenAlex 84.4%
  18. 2023 High-Level K-Nearest Neighbors (HLKNN): A Supervised Machine Learning Model for Classification Analysis Electronics DOI 10.3390/electronics12183828 YÖKSİS SJR Q2 JCR Q2 OpenAlex top 10% OpenAlex 98.3%
  19. 2023 Partial Decision Tree Forest: A Machine Learning Model for the Geosciences Minerals DOI 10.3390/min13060800 YÖKSİS SJR Q2 JCR Q2 OpenAlex 87.8%
  20. 2023 Stepwise dynamic nearest neighbor (SDNN): a new algorithm for classification Turkish Journal of Electrical Engineering and Computer Sciences DOI 10.55730/1300-0632.4016 YÖKSİS TR Index SJR Q3 JCR Q4 OpenAlex 63.7%

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