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Academician

KADRİYE FİLİZ BALBAL

Doktor Öğretim Üyesi

Dokuz Eylül Üniversitesi Fen Fakültesi Bilgisayar Bilimleri Bölümü

Research topics OpenAlex
Articles 22 YÖKSİS 22 · OpenAlex 0 Total citations 91 h-index 6 · OpenAlex Q1 articles 5 Scopus · WoS Q1 4 Best field rank #665 / 3,782 Side field · top 17.6% Co-authors 19 4 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 22
YÖKSİS22 OpenAlex0
Projects 4
Books 2
Proceedings 37

Citation impact

OpenAlex YÖKSİS articles matched in OpenAlex: 18 + YÖKSİS · co-author record: 1
h-index 6 Percentile in Türkiye: 68 #722 of 2,135 at their university by h-index
i10-index
4
Total citations
91
Top 38% in Türkiye
Per article
4.8
FWCI
1.50
1.00 = world average
World top 1%
0
World top 10%
4

Most cited articles

  1. Improving Turkish Text Sentiment Classification Through Task-Specific and Universal Transformations: An Ensemble Data Augmentation Approach 2024 world top 10% 30 citations
  2. Performance Evaluation of Learning Styles Based on Fuzzy Logic Inference System 2016 world top 10% 17 citations
  3. A New Predictive Method for Classification Tasks in Machine Learning: Multi-Class Multi-Label Logistic Model Tree (MMLMT) 2024 world top 10% 12 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. 1 articles (0 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.

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
19
With an akaturk profile
13
Turkish institutions
4
Co-authored works
%82

Academic co-authors 13

  1. ALİ ÖZDEMİR Profesör · Manisa Celâl Bayar Üniversitesi 7
  2. DERYA BİRANT Profesör · Dokuz Eylül Üniversitesi same university 6
  3. AYŞEGÜL ALAYBEYOĞLU Profesör · İzmir Katip Çelebi Üniversitesi 5
  4. KÖKTEN ULAŞ BİRANT Doçent · Dokuz Eylül Üniversitesi same university 4
  5. SEBAHATTİN İKİKARDEŞ Profesör · Balıkesir Üniversitesi 2
  6. AYTUĞ ONAN Profesör · İzmir Yüksek Teknoloji Enstitüsü 1
  7. EFENDİ NASİBOĞLU Profesör · Dokuz Eylül Üniversitesi same university 1
  8. ELİFE ÖZTÜRK KIYAK Doktor Öğretim Üyesi · Dokuz Eylül Üniversitesi same university 1
  9. FERİŞTAH DALKILIÇ Doktor Öğretim Üyesi · Dokuz Eylül Üniversitesi same university 1
  10. RESMİYE NASİBOĞLU Doçent · Dokuz Eylül Üniversitesi same university 1
Show all (13)
  1. SEMİH UTKU Profesör · Dokuz Eylül Üniversitesi same university 1
  2. YUNUS DOĞAN Doçent · Dokuz Eylül Üniversitesi same university 1
  3. İBRAHİM ATAKAN KUBİLAY Araştırma Görevlisi · Dokuz Eylül Üniversitesi same university 1

National collaboration 4 institutions

Within own university7 joint works · Dokuz Eylül Üniversitesi

  1. Manisa Celâl Bayar Üniversitesi 7 works · 1 academics
  2. İzmir Katip Çelebi Üniversitesi 5 works · 1 academics
  3. Balıkesir Üniversitesi 2 works · 1 academics
  4. İzmir Yüksek Teknoloji Enstitüsü 1 works · 1 academics

Other co-authors (incl. international) 6

Bita Ghasemkhani 3ÖZGE ÇELİK 2BERAT CAN SENELMELTEM KAVAKLIMohd Saifullah RusimanNACİYE MÜLAYİM

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) 12
  • Q1 5 %41.7
  • Q2 7 %58.3
  • Q3 0 %0.0
  • Q4 0 %0.0
WoS (JCR) 12
  • Q1 4 %33.3
  • Q2 4 %33.3
  • Q3 4 %33.3
  • Q4 0 %0.0
TR Index 2 articles
OpenAlex citation percentile
Top 1%0
Top 10%4
Avg · n 18 %59.4
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.

22articles

Journals with publications

12 journals

Narrow down

Scopus (SJR)
Q15 Q27 Q30 Q40
WoS (JCR)
Q14 Q24 Q34 Q40
TR Index
2articles

Article list

  1. 2026 Battery State of Charge Estimation in Electric Vehicles Using Machine Learning with Feature Engineering and Seasonal Analysis Under On-Road Conditions Batteries DOI 10.3390/batteries12050159 YÖKSİS SJR Q1 JCR Q1 OpenAlex 29.4%
  2. 2026 M5Boost: A Machine Learning Approach for Driving Range Estimation in Electric Vehicles Considering Battery-Related Factors Batteries-Basel DOI 10.3390/batteries12070256 YÖKSİS SJR Q1 JCR Q1 OpenAlex 53.4%
  3. 2026 RFM-Net: A Convolutional Neural Network for Customer Segment Classification Applied Sciences DOI 10.3390/app16052223 YÖKSİS SJR Q2 JCR Q2 OpenAlex top 10% OpenAlex 95.4%
  4. 2026 A hybrid FinBERT-LSTM framework for Bitcoin price forecasting using news sentiment and technical indicators Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi DOI 10.25092/baunfbed.1898749 YÖKSİS OpenAlex 73.1%
  5. 2025 Toplu taşıma ağı mesafesine dayalı çok kriterli konum değerlendirme endeksi: İzmir örneği Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi DOI 10.17341/gazimmfd.1363942 YÖKSİS TR Index SJR Q2 JCR Q3 OpenAlex 5.1%
  6. 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 74.2%
  7. 2025 Performance Comparison of Machine Learning Algorithms Using Oversampling Methods to Predict Childhood Anemia Karaelmas Science and Engineering Journal DOI 10.7212/karaelmasfen.1555212 YÖKSİS TR Index OpenAlex 34.9%
  8. 2025 Erythemato-squamous diseases diagnosis and prediction using artificial intelligence Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi DOI 10.25092/baunfbed.1594230 YÖKSİS OpenAlex 0.4%
  9. 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 90.9%
  10. 2024 Improving Turkish Text Sentiment Classification Through Task-Specific and Universal Transformations: An Ensemble Data Augmentation Approach IEEE Access DOI 10.1109/ACCESS.2024.3349971 YÖKSİS SJR Q1 JCR Q2 OpenAlex top 10% OpenAlex 96.8%
  11. 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 82.6%
  12. 2024 MIPART: A Partial Decision Tree-Based Method for Multiple-Instance Classification Applied Sciences DOI 10.3390/app142411696 YÖKSİS SJR Q2 JCR Q2 OpenAlex 45.4%
  13. 2024 Machine Learning Approaches for Prediction of Alzheimer’s Disease Journal of Artificial Intelligence and Data Science (JAIDA) DOI https://dergipark.org.tr/tr/download/article-file/4429126 YÖKSİS
  14. 2023 EVALUATION OF SOLAR POWER FORECASTING USING DEEPLEARNING: A CASE STUDY IN ̇IZMIR, T URKIYE INTERNATIONAL JOURNAL OF ENGINEERING AND MODERN TECHNOLOGY DOI https://jomardpublishing.com/journals.aspx?lang=en&id=1&menu=8&info=Journal%20of%20Modern%20Technology%20and%20Engineering YÖKSİS
  15. 2023 Time Series Forecasting of Solar Energy Production Data Using LSTM Journal of Artificial Intelligence and Data Science (JAIDA) DOI https://dergipark.org.tr/en/pub/jaida/issue/81382/1373373 YÖKSİS
  16. 2021 Mobile devices use in analyzing the engineering students attitude towards programming by using a fuzzy logic technique COMPUTER APPLICATIONS IN ENGINEERING EDUCATION DOI 10.1002/cae.22200 YÖKSİS SJR Q1 JCR Q3 OpenAlex 87.0%
  17. 2020 Fuzzy logic based performance analysis of educational mobile game for engineering students COMPUTER APPLICATIONS IN ENGINEERING EDUCATION DOI 10.1002/cae.22325 YÖKSİS SJR Q2 JCR Q3 OpenAlex 89.1%
  18. 2018 Web Tabanlı Öğrenme Ortamı Tasarımı Bilim, Eğitim, Sanat ve Teknoloji Dergisi (BEST Dergi) DOI https://www.bestdergi.net/index.php/bestdergi/issue/view/1 YÖKSİS OpenAlex 29.2%
  19. 2018 Bulanık Mantığın Eğitim Alanındaki Uygulamaları Bilim, Eğitim, Sanat ve Teknoloji Dergisi (BEST Dergi) DOI https://www.bestdergi.net/index.php/bestdergi/issue/view/5 YÖKSİS OpenAlex 80.1%
  20. 2018 Gregorc Öğrenme Stili Modeli ile Öğrenme Stili Tespiti: Mühendislik Fakültesi Örneği Bilim, Eğitim, Sanat ve Teknoloji Dergisi (BEST Dergi) DOI https://www.bestdergi.net/index.php/bestdergi/issue/view/4 YÖKSİS OpenAlex 11.3%

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