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akaturk Academic measurement

Academician profile · DOÇENT

MUSTAFA GÖKÇE BAYDOĞAN

BOĞAZİÇİ ÜNİVERSİTESİ

  • Ana Dal Mühendislik Temel Alanı
  • Yan Dal Endüstri Mühendisliği
  • MÜHENDİSLİK FAKÜLTESİ
  • ENDÜSTRİ MÜHENDİSLİĞİ BÖLÜMÜ
Articles YÖKSİS 25
Projects 1
Books 0
Proceedings 15
Patents 1
Artistic 1
Scopus (SJR)
Q1 19 Q2 1 Q3 3 Q4 0
WoS (JCR)
Q1 16 Q2 4 Q3 0 Q4 4
TR Index 4 articles

Scopus (SJR)

Q1 19 Q2 1 Q3 3 Q4 0

WoS (JCR)

Q1 16 Q2 4 Q3 0 Q4 4

TR Index

4 articles

25 publications total

Articles

  1. 2025 Using regression trees for improving the efficiency of nonlinear programming solvers Engineering Science and Technology, an International Journal DOI 10.1016/j.jestch.2025.102012
  2. 2024 Column generation-based prototype learning for optimizing area under the receiver operating characteristic curve European Journal of Operational Research DOI 10.1016/j.ejor.2023.11.016
  3. 2022 Semi-supervised extensions of multi-task tree ensembles PATTERN RECOGNITION DOI 10.1016/j.patcog.2021.108393
  4. 2022 nTreeClus: A tree-based sequence encoder for clustering categorical series NEUROCOMPUTING DOI 10.1016/j.neucom.2022.04.076
  5. 2022 Multiple instance classification via quadratic programming JOURNAL OF GLOBAL OPTIMIZATION DOI 10.1007/s10898-021-01120-0
  6. 2021 Randomized trees for time series representation and similarity Pattern Recognition DOI 10.1016/j.patcog.2021.108097
  7. 2021 An ensemble-based semi-supervised feature ranking for multi-target regression problems Pattern Recognition Letters DOI 10.1016/j.patrec.2021.04.025
  8. 2021 Explainable boosted linear regression for time series forecasting Pattern Recognition DOI 10.1016/j.patcog.2021.108144
  9. 2021 A new feature-based time series classification method by using scale-space extrema Engineering Science and Technology, an International Journal DOI 10.1016/j.jestch.2021.03.017
  10. 2021 Learning Prototypes for Multiple Instance Learning Turkish Journal of Electrical Engineering and Computer Sciences DOI 10.3906/elk-2101-103
  11. 2021 A Linear Programming Approach to Multiple Instance Learning Turkish Journal of Electrical Engineering and Computer Sciences DOI 10.3906/elk-2009-144
  12. 2020 The benefits of target relations: A comparison of multitask extensions and classifier chains Pattern Recognition DOI 10.1016/j.patcog.2020.107507
  13. 2019 Estimation of Influence Distance of Bus Stops Using Bus GPS Data and Bus Stop Properties IEEE Transactions on Intelligent Transportation Systems DOI 10.1109/TITS.2019.2909645
  14. 2019 Classification of generic system dynamics model outputs via supervised time series pattern discovery Turkish Journal of Electrical Engineering and Computer Sciences DOI 10.3906/elk-1711-394
  15. 2018 Autoregressive forests for multivariate time series modeling Pattern Recognition DOI 10.1016/j.patcog.2017.08.016
  16. 2018 Bag encoding strategies in multiple instance learning problems Information Sciences DOI 10.1016/j.ins.2018.08.020
  17. 2018 A Data Adaptive Biological Sequence Representation for Supervised Learning Journal of Healthcare Informatics Research DOI 10.1007/s41666-018-0038-5
  18. 2015 Metabolic Connectivity as Index of Verbal Working Memory Journal of Cerebral Blood Flow & Metabolism DOI 10.1038/jcbfm.2015.40
  19. 2015 A Transfer Learning Approach for Predictive Modeling of Degenerate Biological Systems Technometrics DOI 10.1080/00401706.2015.1044117
  20. 2015 Time series representation and similarity based on local autopatterns Data Mining and Knowledge Discovery DOI 10.1007/s10618-015-0425-y

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