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Academician

ÖZGE CAĞCAĞ YOLCU

Profesör

Marmara Üniversitesi Fen Fakültesi İstatistik Bölümü

Research topics OpenAlex
  1. Ana Dal Fen Bilimleri ve Matematik Temel Alanı
  2. Yan Dal İstatistik
Keywords YÖKSİS
Articles 46 YÖKSİS 46 · OpenAlex 0 Total citations 1,222 h-index 23 · OpenAlex OpenAlex coverage %78 matched 36 / 46 Q1 articles 24 Scopus · WoS Q1 20 Best field rank #129 / 3,214 Keyword · top 4.0% Co-authors 34 8 Turkish institutions

Citation impact

Citation counts of the articles matched in OpenAlex, citing publications from Crossref and the Stanford/Elsevier list. Sources are shown separately and never added up.

OpenAlex YÖKSİS articles matched in OpenAlex: 36 + YÖKSİS · co-author record: 10
h-index 23 Percentile in Türkiye: 97 #53 of 2,222 at their university by h-index
i10-index
29
Total citations
1,222
Top 4.9% in Türkiye
Per article
26.6
FWCI
2.95
1.00 = world average
World top 1%
1
World top 10%
19

Most cited articles

  1. Artificial intelligence and machine learning approaches in composting process: A review 2023 world top 1% 95 citations
  2. A New CNN-Based Model for Financial Time Series: TAIEX and FTSE Stocks Forecasting 2022 world top 10% 78 citations
  3. A modified genetic algorithm for forecasting fuzzy time series 2014 world top 10% 74 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. 10 articles (240 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.

Citing publications Crossref 122 publications citing 37 DOI-bearing articles · 27 Türkiye-affiliated
  • 2018 2
  • 2019 16
  • 2020 22
  • 2021 46
  • 2022 13
  • 2025 18
  • 2026 5
  1. Type-1 fuzzy functions for forecasting: A literature review and bibliometric analysis TR Aysegul Yabaci Tak et al. · Fuzzy Sets and Systems · 2026
  2. Bioprocess modeling and optimization in composting of hazelnut processing wastes and municipal solid waste: Type 1 fuzzy regression, neural network based approaches and genetic algorithm TR Murat Kahraman et al. · Journal of Environmental Management · 2026 · cites 4 articles of this academic
  3. DOI 10.1016/j.najef.2025.102546 2026
  4. DOI 10.1016/j.rineng.2025.108592 2026
  5. DOI 10.1016/j.asoc.2025.114096 2026
  6. Use of machine learning for olive cultivation: A review TR Dilan Sarpkaya et al. · Bursa Uludağ Üniversitesi Ziraat Fakültesi Dergisi · 2025
  7. Mixed order single variable intuitionistic fuzzy time series forecasting method based on a new artificial neural network and grey wolf optimization algorithm TR Turan Cansu et al. · 2025 · cites 2 articles of this academic
  8. Zaman Serisi Öngörüsü için Derin Bulanık Fonksiyonlar Yaklaşımı TR Ali Zafer Dalar · Cumhuriyet Üniversitesi İktisadi ve İdari Bilimler Dergisi · 2025 · cites 2 articles of this academic
  9. DOI 10.1142/s0218001425500314 2025
  10. DOI 10.3390/su172210152 2025 · cites 3 articles of this academic
  11. DOI 10.1007/s10614-025-11132-7 2025
  12. DOI 10.1002/cpe.70386 2025
  13. DOI 10.3390/su17219780 2025 · cites 2 articles of this academic
  14. DOI 10.1007/s10661-025-14735-7 2025 · cites 2 articles of this academic
  15. DOI 10.3389/fphar.2025.1687681 2025
  16. DOI 10.21203/rs.3.rs-7386157/v1 2025
  17. DOI 10.1038/s41598-025-27121-7 2025
  18. DOI 10.1016/j.ultsonch.2025.107635 2025 · cites 2 articles of this academic
  19. DOI 10.1364/oe.575263 2025
  20. DOI 10.1007/s12351-025-00995-1 2025
  21. DOI 10.2139/ssrn.5763975 2025
  22. DOI 10.1016/j.iref.2025.104719 2025
  23. DOI 10.1016/j.wmb.2025.100269 2025
  24. Prediction and optimization of nitrogen losses in co-composting process by using a hybrid cascaded prediction model and genetic algorithm TR Elif Tuğçe Kabak et al. · Chemical Engineering Journal · 2022 · cites 5 articles of this academic
  25. Multivariate intuitionistic fuzzy inference system for stock market prediction: The cases of Istanbul and Taiwan TR Ozge Cagcag Yolcu et al. · Applied Soft Computing · 2022 · cites 2 articles of this academic
  26. A hybrid sigma-pi neural network for combined intuitionistic fuzzy time series prediction model TR Sule Nazlı Arslan et al. · Neural Computing and Applications · 2022 · cites 4 articles of this academic
  27. A new automatic forecasting method based on a new input significancy test of a single multiplicative neuron model artificial neural network TR Erol Egrioglu et al. · Network: Computation in Neural Systems · 2022 · cites 4 articles of this academic
  28. DOI 10.1016/j.ins.2021.12.001 2022
  29. DOI 10.1016/j.jenvman.2022.114518 2022
  30. DOI 10.3389/fphy.2021.806231 2022

Showing the 30 most recent.

Where does this list come from?

Extracted from the reference lists in Crossref’s public March 2026 data file; 20.3% of the file has been processed, so the list may be incomplete. Crossref citations are never added to or compared with the OpenAlex citation counts; the two sources have different coverage.

Field ranking

Position in the main-field, side-field and keyword cohorts by YÖKSİS article score; each card opens that ranking.

YÖKSİS ?
Keyword rankings 3

Works 46

YÖKSİS and OpenAlex records: index distribution, journals published in, a filterable article list and the other output types.

Indexes and citation percentiles

?
TR Index 1 articles
OpenAlex citation percentile
Top 1%1
Top 10%16
Avg · n 37 %81.9
Other counts

Scopus (SJR)

  • Best Q 37 Q1 24 Q2 10 Q3 3
  • YÖKSİS rows 38

WoS (JCR)

  • YÖKSİS rows 39

Articles

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

46articles

Journals with publications

30 journals

Narrow down

Scopus (SJR)
Q124 Q210 Q34 Q40
WoS (JCR)
Q120 Q211 Q36 Q41
TR Index
1articles

Article list

  1. 2026 Bioprocess modeling and optimization in composting of hazelnut processing wastes and municipal solid waste: Type 1 fuzzy regression, neural network based approaches and genetic algorithm Journal of Environmental Management DOI 10.1016/j.jenvman.2025.128254 YÖKSİS SJR Q1 JCR Q1 OpenAlex 73.2%
  2. 2025 GA-based partial high-order-cascaded-deep time series forecasting model Soft Computing DOI 10.1007/s00500-025-10591-2 YÖKSİS SJR Q2 JCR Q3 OpenAlex 9.7%
  3. 2025 A hybrid XGBoost-based model approach to evaluate the effect of biomass fly ash in vegetable and fruit waste composting Biomass and Bioenergy DOI 10.1016/j.biombioe.2025.108265 YÖKSİS SJR Q1 JCR Q1 OpenAlex 20.1%
  4. 2025 Tuned machine learning modeling tools and genetic algorithm for anionic dye adsorption on biomass-based activated carbons Desalination DOI 10.1016/j.desal.2025.118887 YÖKSİS SJR Q1 JCR Q1 OpenAlex 88.8%
  5. 2025 A New Approach for Time Series Prediction: Fuzzy Regression Network Functions International Journal of Advances in Engineering and Pure Sciences DOI 10.7240/jeps.1573839 YÖKSİS TR Index OpenAlex 89.0%
  6. 2024 Short-term load forecasting: cascade intuitionistic fuzzy time series—univariate and bivariate models Neural Computing and Applications DOI 10.1007/s00521-024-10280-5 YÖKSİS SJR Q1 JCR Q2 OpenAlex 63.4%
  7. 2024 A new ensemble intuitionistic fuzzy-deep forecasting model: Consolidation of the IFRFs-bENR with LSTM Information Sciences DOI 10.1016/j.ins.2024.121007 YÖKSİS SJR Q1 JCR Q1 OpenAlex 89.2%
  8. 2024 Simulation and optimization of cheese whey additive for value-added compost production: Hyperparameter tuning approach and genetic algorithm Journal of Environmental Management DOI 10.1016/j.jenvman.2024.122796 YÖKSİS SJR Q1 JCR Q1 OpenAlex 84.4%
  9. 2024 Modeling of Cu(II) adsorption on the activated Phragmites australis waste by fuzzy-based and neural network-based inference systems Journal of Industrial and Engineering Chemistry DOI 10.1016/j.jiec.2023.08.031 YÖKSİS SJR Q1 JCR Q1 OpenAlex 63.7%
  10. 2023 Combination of ANNs and heuristic algorithms in modelling and optimizing of Fenton processes for industrial wastewater treatment International Journal of Environmental Science and Technology DOI 10.1007/s13762-022-04664-0 YÖKSİS SJR Q1 JCR Q2 OpenAlex 56.5%
  11. 2023 A novel intuitionistic fuzzy time series prediction model with cascaded structure for financial time series Expert Systems with Applications DOI 10.1016/j.eswa.2022.119336 YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 96.0%
  12. 2023 Modelling and optimization of sewage sludge composting using biomass ash via deep neural network and genetic algorithm Bioresource Technology DOI 10.1016/j.biortech.2022.128541 YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 94.8%
  13. 2023 Artificial intelligence and machine learning approaches in composting process: A review Bioresource Technology DOI 10.1016/j.biortech.2022.128539 YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.3%
  14. 2022 A hybrid sigma-pi neural network for combined intuitionistic fuzzy time series prediction model NEURAL COMPUTING & APPLICATIONS DOI 10.1007/s00521-022-07138-z YÖKSİS SJR Q1 JCR Q2 OpenAlex top 10% OpenAlex 90.1%
  15. 2022 A New CNN-Based Model for Financial Time Series: TAIEX and FTSE Stocks Forecasting NEURAL PROCESSING LETTERS DOI 10.1007/s11063-022-10767-z YÖKSİS SJR Q2 JCR Q3 OpenAlex top 10% OpenAlex 98.6%
  16. 2022 Prediction and optimization of nitrogen losses in co-composting process by using a hybrid cascaded prediction model and genetic algorithm CHEMICAL ENGINEERING JOURNAL DOI 10.1016/j.cej.2022.135499 YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 97.0%
  17. 2022 Multivariate intuitionistic fuzzy inference system for stock market prediction: The cases of Istanbul and Taiwan APPLIED SOFT COMPUTING DOI 10.1016/j.asoc.2021.108363 YÖKSİS SJR Q1 JCR Q1 OpenAlex 89.5%
  18. 2022 Evaluation of a cascade artificial neural network for modeling and optimization of process parameters in co-composting of cattle manure and municipal solid waste JOURNAL OF ENVIRONMENTAL MANAGEMENT DOI 10.1016/j.jenvman.2022.115496 YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 93.8%
  19. 2022 Modeling and optimization of process parameters in co-composting of tea waste and food waste: Radial basis function neural networks and genetic algorithm BIORESOURCE TECHNOLOGY DOI 10.1016/j.biortech.2022.127910 YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 96.9%
  20. 2021 Modelling and optimization of Fenton processes through neural network and genetic algorithm Korean Journal of Chemical Engineering DOI 10.1007/s11814-021-0867-4 YÖKSİS SJR Q2 JCR Q3 OpenAlex 67.7%

Projects 1

  1. 2011 Mevsimsel Bulanık Zaman Serilerinin Öngörülmesinde Yeni Bir Algoritma GİRESUN ÜNİVERSİTESİ ARAŞTIRMA PROJESİ · Tamamlandı 2011-03-24 – 2012-03-24

Books 1

  1. 2017 Advances in Time Series Forecasting - Volume 2 Bentham Science Publishers Ltd ISBN 978-1-68108-529-6 Kitap Bölümü · Bilimsel Kitap

Proceedings 40 See all (40) →

  1. 2018 Zaman Serisi Tahmininde Tek Çarpımsal Sinir Hücresi Yapay Sinir Ağının Eğitimi için Bazı Dayanıklı Yaklaşımlar 19th International Symposium on Econometrics, Operations Research and Statistics
  2. 2013 A Hybrid Fuzzy Time Series Approach for Forecasting Exchange Market of Istanbul 8th International Statistics Congress
  3. 2013 A Novel Hybrid Fuzzy Time Series Approach The 3rd International Fuzzy Systems Symposium (FUZZYSS'13)
  4. 2016 A Robust Fuzzy Time Series Model for Time Series Forecasting Problems 10th International Statistics Days Conference (ISDC'2016)
  5. 2019 Financial Time Series Prediction via Convolutional Neural Network 11. International Statistics Congress – ISC2019

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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
34
With an akaturk profile
18
Turkish institutions
8
Co-authored works
%93

Academic co-authors 18

  1. UFUK YOLCU Profesör · Marmara Üniversitesi same university 17
  2. EROL EĞRİOĞLU Profesör · Giresun Üniversitesi 16
  3. FULYA AYDIN TEMEL Profesör · Giresun Üniversitesi 15
  4. EREN BAŞ Profesör · Giresun Üniversitesi 9
  5. NURDAN GAMZE TURAN Profesör · Ondokuz Mayıs Üniversitesi 9
  6. FARUK ALPASLAN Profesör · Avrasya Üniversitesi 5
  7. ÇAĞDAŞ HAKAN ALADAĞ Profesör · Hacettepe Üniversitesi 5
  8. ALİ ZAFER DALAR Doktor Öğretim Üyesi · Giresun Üniversitesi 4
  9. AYŞE KULEYİN Profesör · Ondokuz Mayıs Üniversitesi 4
  10. CEM KOÇAK Profesör · Hitit Üniversitesi 2
Show all (18)
  1. FERYAL AKBAL Profesör · Ondokuz Mayıs Üniversitesi 2
  2. HÜSEYİN CÜCE Doçent · Giresun Üniversitesi 2
  3. SALİM YÜCE Profesör · Yıldız Teknik Üniversitesi 2
  4. ALPER TOLGA KUMTEPE Profesör · Anadolu Üniversitesi 1
  5. DUYGU BALPETEK KÜLCÜ Doçent · Giresun Üniversitesi 1
  6. EVRİM GENÇ KUMTEPE Profesör · Anadolu Üniversitesi 1
  7. KÖKSAL BÜYÜK Profesör · Anadolu Üniversitesi 1
  8. NECAATTİN BARIŞÇI Profesör · Gazi Üniversitesi 1

National collaboration 8 institutions

Within own university17 joint works · Marmara Üniversitesi

  1. Giresun Üniversitesi 32 works · 6 academics
  2. Ondokuz Mayıs Üniversitesi 13 works · 3 academics
  3. Avrasya Üniversitesi 5 works · 1 academics
  4. Hacettepe Üniversitesi 5 works · 1 academics
  5. Hitit Üniversitesi 2 works · 1 academics
  6. Yıldız Teknik Üniversitesi 2 works · 1 academics
  7. Anadolu Üniversitesi 1 works · 3 academics
  8. Gazi Üniversitesi 1 works · 1 academics

Other co-authors (incl. international) 16

Hak-Keung Lam 2ÇORBA BURÇİN ŞEYDA 2Cem ŞahinDAMLA İLTER FAKHOURIElif Ceren YILMAZElif Tuğçe KABAKGülseren BirimHALE YURTSEVERHale DoğanKirişci MelihMEHMET RACİ AKTOPRAKNurdan AYCAN DÜMENCİOğuzcan ElverSena Yavuz BaşYasemin BayındırŞULE NAZLI ARSLAN

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.