Publications & Works

Publication Network
Articles 34
All (34)
SCI-E, SSCI, AHCI (20)
SCI-E, SSCI, AHCI, ESCI (21)
ESCI (1)
Scopus (21)
TRDizin (9)
Other Publications (8)

1. A new machine learning method for rainfall classification: temporal random tree

BİRANT K. U., Ghasemkhani B., VARLIKLAR Ö., BİRANT D.
PEERJ COMPUTER SCIENCE , vol.11, 2025 (SCI-Expanded, Scopus) identifier

2. TECHNICAL DEBT ASSESSMENT IN OPEN SOURCE APPLICATIONS USING STATIC CODE ANALYSIS

GÖZBAŞI R., BİRANT K. U.
Uluslararası Sürdürülebilir Mühendislik ve Teknoloji Dergisi , vol.9, no.1, pp.25-40, 2025 (Peer-Reviewed Journal)

3. Ordinal Random Tree with Rank-Oriented Feature Selection (ORT-ROFS): A Novel Approach for the Prediction of Road Traffic Accident Severity

Ghasemkhani B., BALBAL K. F., BİRANT K. U., BİRANT D.
Mathematics , vol.13, no.2, 2025 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

4. A Novel Reduced Error Pruning Tree Forest with Time-Based Missing Data Imputation (REPTF-TMDI) for Traffic Flow Prediction

DOĞAN Y., TÜYSÜZOĞLU G., Kiyak E. O., Ghasemkhani B., BİRANT K. U., UTKU S., et al.
CMES - Computer Modeling in Engineering and Sciences , vol.144, no.2, pp.1677-1715, 2025 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

5. Joint Tomek Links (JTL): An Innovative Approach to Noise Reduction for Enhanced Classification Performance

TÜYSÜZOĞLU G., DOĞAN Y., Kiyak E. O., Ersahin M., Ghasemkhani B., BİRANT K. U., et al.
IEEE ACCESS , vol.13, pp.123059-123082, 2025 (SCI-Expanded, Scopus) identifier identifier

6. An Innovative Hybrid Machine Learning Approach for Student Survey Analysis: Random Tree With Ordinal Noise Filtering and Feature Selection (RTONF)

TÜYSÜZOĞLU G., DOĞAN Y., DALKILIÇ F., Kiyak E. O., Ghasemkhani B., BİRANT K. U., et al.
IEEE ACCESS , vol.13, pp.167798-167822, 2025 (SCI-Expanded, Scopus) identifier identifier

7. Federated Multi-Label Learning (FMLL): Innovative Method for Classification Tasks in Animal Science

Ghasemkhani B., Varliklar Ö., Dogan Y., Utku S., Birant K. U., Birant D.
Animals , vol.14, no.14, 2024 (SCI-Expanded, Scopus) Sustainable Development identifier identifier identifier

8. A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD)

Ghasemkhani B., Balbal K. F., Birant K. U., Birant D.
ENTROPY , vol.26, no.5, pp.1-21, 2024 (SCI-Expanded, Scopus) Creative Commons License identifier identifier identifier

9. Rainfall Prediction Using an Ensemble Machine Learning Model Based on K-Stars

TÜYSÜZOĞLU G., BİRANT K. U., BİRANT D.
SUSTAINABILITY , vol.15, no.7, 2023 (SCI-Expanded, SSCI, Scopus) Sustainable Development identifier identifier

10. Semi-Supervised k-Star (SSS): A Machine Learning Method with a Novel Holo-Training Approach

Birant K. U.
ENTROPY , vol.25, no.1, 2023 (SCI-Expanded, Scopus) Sustainable Development identifier identifier identifier

11. Multi-Objective Multi-Instance Learning: A New Approach to Machine Learning for eSports

Birant K. U., Birant D.
ENTROPY , vol.25, no.1, 2023 (SCI-Expanded, Scopus) identifier identifier identifier

12. Improving the Performance and Explainability of Indoor Human Activity Recognition in the Internet of Things Environment

Cengiz A. B., Birant K. U., Cengiz M., Birant D., Baysari K.
SYMMETRY-BASEL , vol.14, no.10, 2022 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

13. Multi-view rank-based random forest: A new algorithm for prediction in eSports

BİRANT K. U.
EXPERT SYSTEMS , vol.39, no.2, 2022 (SCI-Expanded, Scopus) Sustainable Development identifier

14. Discovering Sequential Source Code Patterns in Software Engineering

BİRANT K. U., KIRNAPCI D.
Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.10, no.1, pp.309-324, 2022 (TRDizin) identifier

15. AN INNOVATIVE METHOD FOR PRACTICE OF SOFTWARE ENGINEERING COURSE

BATAR M., BİRANT K. U.
Uluborlu Mesleki Bilimler Dergisi , vol.4, no.2, pp.81-90, 2021 (Peer-Reviewed Journal)

16. Development of An Efficient Tool to Convert Regular Expressions to NFA

BATAR M., BİRANT K. U.
Journal of Emerging Computer Technologies , vol.1, no.2, pp.38-43, 2021 (Peer-Reviewed Journal)

17. Data Mining based Inferences and Fuzzy based Rules about Software Development

BATAR M., BİRANT K. U.
ALKÜ Fen Bilimleri Dergisi , vol.3, no.3, pp.9-24, 2021 (Peer-Reviewed Journal)

18. Software Risk Assessment and Management with Rules Based on Fuzzy Approach

BATAR M., BİRANT K. U., IŞIK A. H.
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi , vol.23, no.69, pp.903-911, 2021 (TRDizin)

19. Development of Rule-Based Software Risk Assessment and Management Method with Fuzzy Inference System

Batar M., BİRANT K. U., IŞIK A. H.
SCIENTIFIC PROGRAMMING , vol.2021, 2021 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

20. Multi-view learning for software defect prediction

ÖZTÜRK KIYAK E., BİRANT D., BİRANT K. U.
E-INFORMATICA SOFTWARE ENGINEERING JOURNAL , vol.15, no.1, pp.163-184, 2021 (ESCI, Scopus) identifier

21. Time-oriented interactive process miner: a new approach for time prediction

Yurek I., BİRANT D., Yurek O. E., BİRANT K. U.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.29, no.1, pp.122-137, 2021 (SCI-Expanded, Scopus, TRDizin) identifier identifier

22. An improved version of multi-view k-nearest neighbors (MVKNN) for multiple view learning

Öztürk Kıyak E., Birant D., Birant K. U.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.29, no.3, pp.1401-1428, 2021 (SCI-Expanded, Scopus, TRDizin) identifier identifier

23. Comparison of Image-Based and Text-Based Source Code Classification Using Deep Learning

Öztürk Kıyak E., Cengiz A. B., Birant K. U., Birant D.
SN Computer Science , vol.1, no.5, 2020 (Peer-Reviewed Journal) identifier

24. A Tool Development for Test Case Based Code Optimization in Java

TAYMAZ T., BİRANT K. U.
Bilge International Journal of Science and Technology Research , vol.4, no.1, pp.31-42, 2020 (Peer-Reviewed Journal)

25. Comparison of Data Mining Techniques in the Cloud for Software Engineering

BİRANT K. U., BİRANT D.
SOFTWARE ENGINEERING IN THE ERA OF CLOUD COMPUTING , pp.327-350, 2020 (SCI-Expanded) identifier identifier

26. Multitask-based association rule mining

Taser P. Y., Birant K. U., Birant D.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.28, no.2, pp.933-955, 2020 (SCI-Expanded, Scopus, TRDizin) identifier identifier

27. Bir Gelişimsel Yazılım Geliştirme Metodolojisi

BİRANT K. U., KUT R. A.
Deu Muhendislik Fakultesi Fen ve Muhendislik , vol.22, no.66, pp.741-748, 2020 (TRDizin)

28. Risk Assessment and Management Method for Distributed Software Development Projects with “Fuzzy Approach"

BİRANT K. U., IŞIK A. H., BATAR M., AKARSU H. B., TEKTAŞ A. B.
International Journal of Computer Science and Software Engineering (IJCSSE) , vol.8, no.6, pp.133-139, 2019 (Peer-Reviewed Journal)

29. An Ordinal Classification Approach for Software Bug Prediction

ÖZTÜRK KIYAK E., BİRANT K. U., BİRANT D.
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi , vol.21, no.62, pp.533-544, 2019 (TRDizin) identifier

30. EBOC: Ensemble-Based Ordinal Classification in Transportation

Yıldırım P., Birant U. K., Birant D.
JOURNAL OF ADVANCED TRANSPORTATION , 2019 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

31. Yazılım Hata Tahmini için Sıralı Sınıflandırma Yaklaşımı

ÖZTÜRK KIYAK E., BİRANT K. U., BİRANT D.
Deu Muhendislik Fakultesi Fen ve Muhendislik , vol.21, no.62, pp.533-544, 2019 (TRDizin)

32. Interactive process miner: a new approach for process mining

Yurek I., Birant D., Birant K. U.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.26, no.3, pp.1314-1328, 2018 (SCI-Expanded, Scopus, TRDizin) identifier identifier

33. Development of an Interactive Game-Based Learning Environment to Teach Data Mining

Cengiz M., Birant K. U., Yıldırım P., Birant D.
INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION , vol.33, no.5, pp.1598-1617, 2017 (SCI-Expanded, Scopus) identifier identifier

34. Peer Review in Software Development: A Survey

Güzel A., AKTAŞ Ö., BİRANT K. U.
International Journal of Computer Science and Software Engineering , 2016 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences 33

1. Yazılım Projelerinde Geliştiriciye Bağlı Riskler

BATAR M., BİRANT K. U., IŞIK A. H.
INTERNATIONAL ONLINE CONFERENCES ON ENGINEERING AND NATURAL SCIENCES (IOCENS’21), Gümüşhane, Turkey, 5 - 07 July 2021, vol.47, pp.327, (Summary Text)

2. Yazılım Geliştirme Sürecinde Kural Esaslı Riskler

BATAR M., BİRANT K. U., IŞIK A. H.
INTERNATIONAL ONLINE CONFERENCES ON ENGINEERING AND NATURAL SCIENCES (IOCENS’21), Gümüşhane, Turkey, 5 - 07 July 2021, vol.47, pp.326, (Summary Text)

3. Effect Of Software Development Methodology On Software Quality

BİRANT K. U., Turna S. E.
ISASE2021 (2nd International Symposium on Applied Science and Engineering), Erzurum, Turkey, 07 April 2021, vol.1, pp.409-415, (Full Text)

4. Computation and visualization of physics equations

Birant K. U., Betül Cengiz A.
2nd International Eurasian Conference on Science, Engineering and Technology, Gaziantep, Turkey, 7 - 09 September 2020, pp.211-217, (Full Text) Sustainable Development

5. Tangibility of Fuzzy Approach Risk Assessment in Distributed Software Development Projects

BİRANT K. U., IŞIK A. H., Batar M.
International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME), Antalya, Turkey, 20 - 22 April 2019, vol.43, pp.676-683, (Full Text) identifier

6. Several High Concern Risk Assessment and Management Approaches for Software Development Projects

BATAR M., IŞIK A. H., BİRANT K. U.
International Conference on Technology and Science (Techno-Science 2019), Burdur, Turkey, 14 - 16 November 2019, vol.2, pp.1110-1116, (Full Text)

7. Comparison of Multi-Label Classification Algorithms for Code Smell Detection

Kiyak E. O., Birant D., Birant K. U.
3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019, Ankara, Turkey, 11 - 13 October 2019, (Full Text) Sustainable Development identifier

8. Comparison of Ensemble-Based Multiple Instance Learning Approaches

Taser P. Y., Birant K. U., Birant D.
2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019, Sofija, Bulgaria, 3 - 05 July 2019, (Full Text) identifier

9. Importance of Fuzzy Approach in Distributed Software Development Projects Risk Assessment

BİRANT K. U., IŞIK A. H., BATAR M.
International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2019), Antalya, Turkey, 20 - 22 April 2019, pp.7, (Summary Text)

10. The Metrics to Measure and Evaluate Software Developers’ Performance

BİRANT K. U., BATAR M.
3rd International Conference on Engineering Technology and Innovation (ICETI), Belgrade, Serbia, 17 - 21 April 2019, pp.39-44, (Full Text)

11. EMIC: An Ensemble Approach for Improving Multi-Instance Classification

BİRANT K. U., YILDIRIM P., BİRANT D.
3rd International Conference on Engineering Technology and Innovation, Belgrade, Serbia, 17 - 21 April 2019, pp.15, (Full Text)

12. Recommendation System with Association Rule Mining and Mobile Augmented Reality

BİRANT K. U., Taser P. Y., Dindar B. O., BİRANT D.
Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Turkey, 31 October - 02 November 2019, pp.490-495, (Full Text) identifier identifier

13. Analysis of Pre-Weighted and Post-Weighted Association Rule Mining

Cengiz A. B., Birant K. U., Birant D.
Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Turkey, 31 October - 02 November 2019, pp.485-489, (Full Text) identifier identifier

14. Yazılım Projelerindeki Riskler

BİRANT K. U., BATAR M.
12. Ulusal Yazılım Mühendisliği Sempozyumu 2018 (UYMS’18), İstanbul, Turkey, 10 - 12 September 2018, pp.77, (Summary Text)

15. Factors Affecting Software Developers’ Performance Positively

BİRANT K. U., BATAR M.
7th International Conference on Advanced Technologies (ICAT’18), Antalya, Turkey, 28 April - 01 May 2018, pp.400-405, (Full Text)

16. Comparative Analysis of Ensemble Learning Methods for Signal Classification

Yıldırım P., Birant K. U., Radevski V., Kut R. A., Birant D.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text) Sustainable Development identifier identifier

17. Düzenli İfadeleri Belirsiz Sonlu Otomataya Dönüştüren Yöntemlerin Değerlendirilmesi

BATAR M., BİRANT K. U.
Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı (UBMK 2016), 20 - 23 October 2016, pp.267-273, (Full Text)

18. Öğrenci Oryantasyonunda Web tabanlı Oyunlaştırma Önerisi

BİRANT K. U.
19. Türkiye’xxde Internet Konferansı (Inet-tr’xx14), İzmir, Turkey, 27 - 29 November 2014, (Full Text)

19. Yazılım Mühendisliği Etiği: Literatür Taraması

ÜNSAL E., Arıkan E., BİRANT K. U.
Akademik Bilişim Konferansı 2012, Turkey, 1 - 03 February 2012, (Full Text)

20. Yazılımda Kullanılabilirlik Analizlerinin Türkiye'de Kullanımı

BİRANT K. U., Boz E.
5. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS'11), Turkey, 26 - 28 September 2011, (Full Text)

21. A case for decision support systems on project management

Beşir S., BİRANT K. U.
ICT Innovations 2010, 12 - 14 September 2010, (Full Text)

22. Web Sitelerinde Kullanılabilirlik Araştırmaları

BİRANT K. U.
Akademik Bilişim Konferansı 2010, Turkey, 10 - 12 February 2010, (Full Text)

23. Yazılım Geliştirme Sürecinde Otomatik Kayıt Üreticiler

BİRANT Ç. C., BİRANT K. U., KUT R. A.
Bilgi Teknolojileri Kongresi IV, Turkey, 9 - 11 February 2006, (Full Text)

24. Pair Programming in XP

BİRANT K. U., KUT R. A.
1st International Informatics Conference, Turkey, 10 - 12 June 2005, (Full Text)

25. Yazılım Mühendisliği Metodlarının Bugünü

BİRANT K. U., KUT R. A.
Akademik Bilişim 2005 Konferansı, Turkey, 2 - 04 February 2005, (Full Text)

26. Waterfall’xxdan Ekstrem Programlama’xxya

BİRANT K. U., KUT R. A.
Bilgitek 2004, Turkey, 7 - 09 October 2004, (Full Text)

27. Easy Code Generator

BİRANT K. U., KUT R. A.
3rd Asian Pacific International Symposium on Information Technology, 13 - 14 January 2004, (Full Text)

28. Bilgisayar Mühendisliğinde Ekstrem Programlama Eğitimi

BİRANT K. U., KUT R. A.
Ulusal Yazılım Mühendisliği Sempozyumu, Turkey, 23 - 25 October 2003, (Full Text)

29. Çevik Yazılım Geliştirme: Ekstrem mi? Uyarlamalı mı?

BİRANT K. U., KUT R. A.
TBD 20. Ulusal Bilişim Kurultayı, Turkey, 2 - 07 September 2003, (Full Text)

30. An Expert System Design for Extreme Programming

BİRANT K. U., KUT R. A.
Turkish Symposium on Artificial Intelligence and Neural Networks, 1 - 04 July 2003, (Full Text)

31. Web Tabanli Bilet Satış Otomasyon Sistemi

Birant D., Birant K. U., Kasap M., Kut R. A.
VIII Türkiyede İnternet Konferansı (INET-TR 2002), İstanbul, Turkey, 19 - 21 December 2002, (Full Text)

32. Sanal Ortamda Proje Takip ve Toplantı Araçlarının Karşılaştırmalı İncelemesi

BİRANT K. U., Kasap M., KUT R. A.
CEBIT Bilişim 2002, Turkey, 3 - 08 September 2002, (Full Text)

33. New Approach for Computerized Clothing Design in Garment Industry

Kut R. A., Birant D., Birant K. U., Kasap M., Bulgun E., Yeşilpınar M. S.
16th International Symposium on Computer and Information Sciences (ISCIS XVI), Antalya, Turkey, 5 - 07 November 2001, pp.476-483, (Full Text)
Books 1

1. Comparison of Data Mining Techniques in the Cloud for Software Engineering

BİRANT K. U., BİRANT D.
in: Software Engineering in the Era of Cloud Computing, Ramachandran, Muthu, Mahmood, Zaigham, Editor, Springer International Publishing, pp.327-350, 2020
Metrics

Publication

71

Publication (WoS)

25

Publication (Scopus)

26

Citation (WoS)

135

H-Index (WoS)

7

Citation (Scopus)

194

H-Index (Scopus)

9

Citation (Scholar)

327

H-Index (Scholar)

13

Citation (TrDizin)

1

H-Index (TrDizin)

1

Citation (Sobiad)

32

H-Index (Sobiad)

2

Citation (Sum Other)

42

Total Citation Count

210

Project

13

Thesis Advisory

10

Open Access

12
UN Sustainable Development Goals