Education Information
2012 - 2016
2012 - 2016Doctorate
Yildiz Technical University, Graduate School Of Natural And Applied Sciences, İstatistik, Turkey
2010 - 2012
2010 - 2012Postgraduate
University of Arkansas at Fayetteville, Fen Bilimleri Enstitüsü, İstatistik, United States Of America
2005 - 2008
2005 - 2008Undergraduate
Karadeniz Technical University, Fen Fakültesi, İstatistik Ve Bilgisayar Bilimleri, Turkey
Dissertations
2016
2016Doctorate
Recurrent Type-1 Fuzzy Functions Approach for Time Series Forecasting
Yildiz Technical University, Graduate School Of Natural And Applied Sciences, İstatistik
Research Areas
algorithms
Artificial Intelligence, Computer Learning and Pattern Recognition
Statistics
Academic Titles / Tasks
2023 - Continues
2023 - ContinuesAssociate Professor
Marmara University, Faculty of Sciences, Department of Statistics
2022 - 2023
2022 - 2023Associate Professor
Bursa Technical University, Faculty Of Human And Socıal Scıences, Department Of Busıness Admınıstratıon
2021 - 2022
2021 - 2022Associate Professor
Kirklareli University, Faculty Of Economıcs And Admınıstratıve Scıences, Department Of Econometrıcs
2017 - 2021
2017 - 2021Assistant Professor
Kirklareli University, Faculty Of Economıcs And Admınıstratıve Scıences, Department Of Econometrıcs
2012 - 2017
2012 - 2017Research Assistant
Kirklareli University, Faculty Of Economıcs And Admınıstratıve Scıences, Department Of Econometrıcs
2011 - 2012
2011 - 2012Research Assistant
University of Arkansas at Fayetteville
Managerial Experience
2021 - 2022
2021 - 2022Head of Department
Kirklareli University, Faculty Of Economıcs And Admınıstratıve Scıences, Department Of Econometrıcs
2018 - 2022
2018 - 2022Head of Department
Kirklareli University, Faculty Of Economıcs And Admınıstratıve Scıences, Department Of Econometrıcs
Published journal articles indexed by SCI, SSCI, and AHCI
2024
2024Diagnostic Panel of Three Genetic Biomarkers Based on Artificial Neural Network for Patients With Idiopathic Generalized Epilepsy
Yabacı Tak A., Tak N., Uslu F., Yücesan E.
ACTA NEUROLOGICA SCANDINAVICA , vol.2024, no.1, pp.1-9, 2024 (SCI-Expanded)
2023
2023Forecast combination approach with meta-fuzzy functions for forecasting the number of immigrants within the maritime line security project in Turkey
Cevik F. C., Gever B., Tak N., Khaniyev T.
SOFT COMPUTING
, vol.27, no.5, pp.2509-2535, 2023 (SCI-Expanded)
2023
2023Dating Currency Crisis and Assessing the Determinants Based on Meta Fuzzy Index Functions
Gok A., Tak N.
COMPUTATIONAL ECONOMICS
, vol.61, no.3, pp.1225-1250, 2023 (SCI-Expanded)
2022
2022Type-1 fuzzy forecasting functions with elastic net regularization
Tak N., İNAN D.
EXPERT SYSTEMS WITH APPLICATIONS
, vol.199, 2022 (SCI-Expanded)
2022
2022Dating currency crises and designing early warning systems: Meta-possibilistic fuzzy index functions
Tak N., Gok A.
INTERNATIONAL JOURNAL OF FINANCE & ECONOMICS
, vol.27, no.3, pp.3773-3790, 2022 (SSCI)
2022
2022A Novel ARMA Type Possibilistic Fuzzy Forecasting Functions Based on Grey-Wolf Optimizer (ARMA-PFFs)
Tak N.
COMPUTATIONAL ECONOMICS
, vol.59, no.4, pp.1539-1556, 2022 (SCI-Expanded)
2021
2021Meta fuzzy functions based feed-forward neural networks with a single hidden layer for forecasting
Tak N.
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
, vol.91, no.13, pp.2800-2816, 2021 (SCI-Expanded)
2021
2021Forecast combination with meta possibilistic fuzzy functions
Tak N.
INFORMATION SCIENCES
, vol.560, pp.168-182, 2021 (SCI-Expanded)
2021
2021An adaptive forecast combination approach based on meta intuitionistic fuzzy functions
Tak N., Egrioglu E., Bas E., Yolcu U.
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
, vol.40, no.5, pp.9567-9581, 2021 (SCI-Expanded)
2020
2020Type-1 possibilistic fuzzy forecasting functions
Tak N.
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS
, vol.370, 2020 (SCI-Expanded)
2020
2020Type-1 recurrent intuitionistic fuzzy functions for forecasting
Tak N.
EXPERT SYSTEMS WITH APPLICATIONS
, vol.140, 2020 (SCI-Expanded)
2018
2018Meta fuzzy functions: Application of recurrent type-1 fuzzy functions
Tak N.
APPLIED SOFT COMPUTING
, vol.73, pp.1-13, 2018 (SCI-Expanded)
2018
2018Recurrent type-1 fuzzy functions approach for time series forecasting
TAK N., Evren A. A., TEZ M., EĞRİOĞLU E.
APPLIED INTELLIGENCE
, vol.48, no.1, pp.68-77, 2018 (SCI-Expanded)
Articles Published in Other Journals
2020
2020GREY WOLF OPTIMIZER BASED RECURRENT FUZZY REGRESSION FUNCTIONS FOR FINANCIAL DATASETS
TAK N.
Öneri Dergisi
, vol.15, no.54, pp.350-366, 2020 (Peer-Reviewed Journal)
2020
2020Meta fuzzy index functions
TAK N.
Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
, vol.69, no.1, pp.654-667, 2020 (ESCI)
2016
2016Clustering According to Cultural Structures of Cities in Turkey based on Fuzzy C-means Method
TAK N.
The Journal of European Theoretical and Applied Studies , vol.4, no.2, pp.49-57, 2016 (Peer-Reviewed Journal)
Refereed Congress / Symposium Publications in Proceedings
2021
2021Forecasting of number of international immigrants in Turkey’s sea lane
GEVER B., Çarman Çevik F., TAK N., HANALİOĞLU T.
The 22nd Conference of the International Federation of Operational Research Societies (IFORS21), Seoul, South Korea, 23 - 27 August 2021
2019
2019Type-1 Panelized Regression Functions
TAK N., İNAN D.
11TH International Statistics Congress, Muğla, Turkey, 4 - 08 October 2019
2018
2018Combination of Forecasting Methods based on Fuzzy C-Means Clustering
TAK N., EĞRİOĞLU E., YOLCU U., BAŞ E.
11. International Statistics Days Conference, Muğla, Turkey, 3 - 07 October 2018
2018
2018Meta Fuzzy Currency Crisis Index Functions
TAK N.
InternationalConference on Trends and Perspectives in Linear Statistical Inference, LinStat’2018, Bedlowo, Poland, 20 - 24 August 2018
2017
2017Bulanık C- Ortalamalar Metodu İle Süreç Yetenek İndekslerine Yönelik Bir Çalışma
TAK N., YALÇIN E. C.
18. Uluslararası Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu, Trabzon, Turkey, 5 - 07 October 2017
2017
2017Zaman Serileri Öngörülerinde Boz-Kurt Optimizasyon Temelli Geri Beslemeli Bulanık Fonksiyon Yaklaşımı
TAK N., YALÇIN E. C.
XVIII. Uluslararası Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu, 5 - 07 October 2017
2017
2017Güçlü Ekonomiye Geçiş Döneminde Turizme Dayalı Büyümenin Öngörü Performansının Karşılaştırmalı Analizi
TAK N., ÇEVİK E., YALÇIN E. C.
I. Uluslararası Ekonomi, Finans ve Ekonometri Sempozyumu, İstanbul, Turkey, 21 - 23 September 2017
2017
2017Öngörü Problemlerinde ARMA(p,1) Tip Bulanık Fonksiyon Yaklaşımı ve T.C. Altını Verisinin Analizi
TAK N.
I. Uluslararası Ekonomi, Finans ve Ekonometri Sempozyumu, 21 - 23 September 2017
2017
2017Recurrent Fuzzy Functions Approach Based on Grey Wolf Optimizer for Time Series Forecasting
TAK N.
3rd International Researchers, Statisticians and Young Statisticians Congress 2017, 24 - 26 May 2017
2016
2016Geri Beslemeli Bulanık Fonksiyon Yaklaşımı ve T.C. Altını Verisinin Analizi
TAK N., EVREN A. A., TEZ M., EĞRİOĞLU E.
Xth International Statistics Days Conference, Giresun, Turkey, 7 - 09 October 2016
2016
2016Recurrent Type-1 Fuzzy Regression Function for Time Series Forecasting
TAK N., EVREN A. A., TEZ M., EĞRİOĞLU E.
International Conference on Trends and Perspectives in Linear Statistical Inference, İstanbul, Turkey, 22 - 25 August 2016
2015
2015Type 1 Fuzzy Function Approach for Time Series Forecasting
TAK N.
XVIII. Uluslararası Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu, 7 - 12 May 2015
Supported Projects
2024 - 2026
2024 - 2026