Academician
ÇAĞATAY BAL
Araştırma Görevlisi
Muğla Sıtkı Koçman Üniversitesi Fen Fakültesi İstatistik Bölümü
Research topics OpenAlex
- Stock Market Forecasting Methods3
- Forecasting Techniques and Applications2
- Tunneling and Rock Mechanics1
- Icing and De-icing Technologies1
- Fire dynamics and safety research1
- Wind and Air Flow Studies1
- Energy Load and Power Forecasting1
- Neural Networks and Applications1
- Drilling and Well Engineering1
- Market Dynamics and Volatility1
- Time Series Analysis and Forecasting1
- Rock Mechanics and Modeling1
- Ana Dal Fen Bilimleri ve Matematik Temel Alanı
- Yan Dal İstatistik
Keywords
YÖKSİS
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.
h-index
4
Percentile in Türkiye: 42
#651 of 1,346 at their university by h-index
- i10-index
- 2
- Total citations
- 44 Top 56% in Türkiye
- Per article
- 6.3
- FWCI
- 0.88 1.00 = world average
- World top 1%
- 0
- World top 10%
- 1
Most cited articles
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. 1 articles (14 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 5 publications citing 6 DOI-bearing articles · 2 Türkiye-affiliated
- 2021 1
- 2025 3
- 2026 1
- DOI 10.1016/j.autcon.2025.106605 2026
- Estimating the Initial Weights in Artificial Neural Networks for Univariate Time Series with Kernel Density Estimator TR Cagatay BAL et al. · 2025 · cites 2 articles of this academic
- DOI 10.1007/s10706-025-03554-9 2025
- DOI 10.3389/fbuil.2025.1699466 2025
- JMASM 55: MATLAB Algorithms and Source Codes of 'cbnet' Function for Univariate Time Series Modeling with Neural Networks (MATLAB) TR Cagatay Bal et al. · Journal of Modern Applied Statistical Methods · 2021
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
?
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Main field Fen Bilimleri ve Matematik Temel AlanıPoints rank #8,775/ 11,969 top 73.3% At university #136/ 166Score 5.05 journal 4.8 · OA add 0.25
- Article rank8,474/11,969
- Scopus rank8,929/11,969
- WoS rank8,845/11,969
- YÖKSİS10
- Scopus5
- WoS5
-
Side field İstatistikPoints rank #339/ 575 top 59.0% At university #9/ 18Score 5.05 journal 4.8 · OA add 0.25
- Article rank351/575
- Scopus rank333/575
- WoS rank337/575
- YÖKSİS10
- Scopus5
- WoS5
Keyword rankings 3
-
Kw. Yapay ÖğrenmePoints rank #118/ 266 top 44.4% At university #2/ 5Score 5.05 journal 4.8 · OA add 0.25
-
Kw. Yapay ZekaPoints rank #1,480/ 3,214 top 46.0% At university #7/ 23Score 5.05 journal 4.8 · OA add 0.25
-
Kw. YöneylemPoints rank #28/ 49 top 57.1% At university #1/ 1Score 5.05 journal 4.8 · OA add 0.25
Works 10
YÖKSİS and OpenAlex records: index distribution, journals published in, a filterable article list and the other output types.
Indexes and citation percentiles
?Top 1%0
Top 10%1
Avg · n 6
%55.3
Other counts
Scopus (SJR)
- YÖKSİS rows 5
WoS (JCR)
- YÖKSİS rows 4
Articles
Articles with YÖKSİS and OpenAlex source split; narrow by quartile or TR Index.
Journals with publications
8 journals
Narrow down
Article list
- 2026 A sequential artificial neural network approach for imputation of right-censored time series data YÖKSİS TR Index
- 2025 A new intelligent model selection approach YÖKSİS SJR Q2 JCR Q3 OpenAlex 22.1%
- 2025 Geleneksel yaklaşımlardan derin öğrenmeye zaman serisi öngörü yöntemleri: Pyhton ve MATLAB uygulamaları YÖKSİS TR Index
- 2024 Volcanic jets to commercial jets: synopsis and diagnosis YÖKSİS SJR Q1 JCR Q2 OpenAlex top 10% OpenAlex 91.0%
- 2023 Modeling of Tunnel Boring Machine Performance Employing Random Forest Algorithm YÖKSİS SJR Q1 JCR Q3 OpenAlex 82.6%
- 2022 Modelling Right-Censored Data with Partially Linear Model and Feed Forward Neural Networks: A Methodological Study YÖKSİS OpenAlex 7.5%
- 2020 JMASM 55: MATLAB Algorithms and Source Codes of'cbnet'Function for Univariate Time Series Modeling with Neural Networks (MATLAB) YÖKSİS SJR Q4 OpenAlex 70.0%
- 2017 Forecasting TRY/USD Exchange Rate with Various Artificial Neural Network Models YÖKSİS SJR Q3 JCR Q4 OpenAlex 59.0%
- 2017 A Comparative Study of Artificial Neural Network Models forForecasting USD/EUR-GBP-JPY-NOK Exchange Rates YÖKSİS
- 2016 A Comparison of Different Model SelectionCriteria for Forecasting EURO USD ExchangeRates by Feed Forward Neural Network YÖKSİS
Projects 1
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2016 Yapay Sinir Ağlarında En İyi Mimari Seçimi İçin Kullanılan Kriterlerinin İncelenmesi
Books 5
-
2025 İstatistik Alanında Uluslararası Derleme, Araştırma ve Çalışmalar
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2025 AI, Learning Analytics, and Educational Design
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2025 İstatistik Alanında Uluslararası Derleme, Araştırma ve Çalışmalar
-
2022 Modeling and Advanced Techniques in Modern Economics
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2022 Modeling and Advanced Techniques in Modern Economics
Proceedings 15 See all (15) →
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2024 COMPARISON OF CBNET FUNCTION WITH TOOLBOX IN MATLAB FOR UNIVARIATE TIME SERIES FORECASTING
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2024 INVESTIGATION OF ARTIFICIAL NEURAL NETWORKS ARCHITECTURE SELECTION FOR USD/JPY EXCHANGE RATE
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2017 A Comparative Study of Artificial Neural Network Models for Forecasting USD/EUR-GBP-JPY-NOK Exchange Rates
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2018 Adaptive Weighted Performance Criterion for Artificial Neural Networks
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2019 Completing right-censored data in time-series modelling
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
- 9
- With an akaturk profile
- 6
- Turkish institutions
- 2
- Co-authored works
- %100
Academic co-authors 6
- ÇAĞDAŞ HAKAN ALADAĞ Profesör · Hacettepe Üniversitesi 5
- SERDAR DEMİR Doçent · Muğla Sıtkı Koçman Üniversitesi same university 4
- ERSİN YILMAZ Doktor Öğretim Üyesi · Muğla Sıtkı Koçman Üniversitesi same university 2
- CANDAN GÖKÇEOĞLU Profesör · Kapadokya Üniversitesi 1
- HÜSEYİN EVREN ÇUBUKÇU Doçent · Hacettepe Üniversitesi 1
- ORKUN ERSOY Doçent · Hacettepe Üniversitesi 1
National collaboration 2 institutions
Within own university6 joint works · Muğla Sıtkı Koçman Üniversitesi
- Hacettepe Üniversitesi 5 works · 3 academics
- Kapadokya Üniversitesi 1 works · 1 academics
Other co-authors (incl. international) 3
Didier LaporteERKAN AYDARNicolas Cluzel
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.