Assoc. Prof. Dr. Yasin KÜTÜK
Management

Yasin KÜTÜK
Phone
+90 (262) 605 14 64
Email
yasinkutuk@gtu.edu.tr
Web page
http://www.yasinkutuk.com/
Office
Business Administration Building, 232
Office hours
 
Areas of interest
Business Intelligence Computational Social Science Statistics Deep Learning Statistical Natural Language Processing Data Science and Data Mining

Papers Published in International Refereed Journals (SSCI / SCI-E / AHCI)

  • Kutuk, Y., Barokas, L. (2022). Multivariate CDS Risk Premium Prediction with SOTA RNNs on MI[N]T Countries, Finance Research Letters, 45:102198;https://doi.org/10.1016/j.frl.2021.102198.[SSCI-Q1, ABDC-JQL: A,IF-2022: 10.4, ISSN:1544-6123]
  • Kutuk, Y., (2022). Inequality Convergence: A World-Systems Theory Approach, Structural Change and Economic Dynamics, 63: 150-165;https://doi.org/10.1016/j.strueco.2022.09.009. [SSCI-Q1, IF-2022: 6.1]
  • Kutuk, Y., Usturali, A. (2023). The Non-Linear Relationship Between Political Trust And Non-Electoral Political Participation In Democratic And Non-Democratic Regimes, Social Science Quarterly, 104 (4):478-504;https://doi.org/10.1111/ssqu.13260[SSCI-Q1, ABDC-JQL: B,IF-2022: 6.1, ISSN: 0954-349X]
  • Kutuk, Y., (2023). CDS Risk Premia Forecasting with Multi-featured Deep RNNs: An Application on BR[I]CS Countries, Borsa Istanbul Review, 23 (6). https://doi.org/10.1016/j.bir.2023.10.013.10.013[SSCI-Q1,SCIE-Q1, ABDC-JQL: A*, IF-2023: 5.2, ISSN: 2214-8450]
  • Kutuk, Y., (2024). Divergence and club convergence in NATO, Empirical Economics, 65 (4).;https://doi.org/10.1007/s00181-023-02486-8[SSCI-Q1, ABDC-JQL:
    A, IF-2024: 3.2, ISSN: 0377-7332]
  • Kutuk, Y. (2024). Multidimensional house price prediction with SOTA RNNs. International Journal of Strategic Property Management, 28(6), 411–423. https://doi.org/10.3846/ijspm.2024.22661 [SSCI-Q2, ABDC-JQL:B, IF-2024: 2.0, ISSN: 1648-715X]
  • Kutuk, Y., (2025). Institutional Quality Convergence among BRICS and BRICS Plus. Economics; Politics;28(6), 411–423.;https://doi.org/10.1111/ecpo.70011.[SSCI-Q2, ABDC-JQL:A, IF-2024: 1.4, ISSN: 0954-1985]

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Papers Published in Other International Refereed Journals (SCOPUS / ESCI / ECONLIT)

  • Kutuk, Y., Güloğlu, B. (2019). Prediction of Transition Probabilities From Unemployment to Employment for Turkey via Machine Learning and Econometrics: A Comparative Study. Journal of Research in Economics, 3 (1), 58-75. Retrieved from https://dergipark.org.tr/tr/pub/jore/issue/44898/559016. [ECONLIT]
  • Kutuk, Y. (2021). Estimation of Transition Probabilities for Turkey: An Upswing in Prediction Methods with Deep learning. Empirical Economics Letters, 20 (4).http://www.eel.my100megs.com/volume-20-number-4.htm [ECONLIT]
  • Kutuk, Y. Neşet Ertaş Türkülerinde Duygulanım Boyutunun İncelenmesi: Bir Duygular Endeksi Uygulaması, Turkish Culture And Haci Bektas Veli Research Quarterly, Sayı:104, DOI: https://doi.org/10.34189/hbv.104.019 [SCOPUS-Q2]
  • Gunluk-Senesen, G., Kutuk, Y., (2023). Urban Insecurity and Security Expenditures in Turkiye, Topics in Middle Eastern and African Economies, Vol. 25, Issue No. 1, May. http://meea.sites.luc.edu/volume25/meea25.html [ECONLIT]
  • Kütük, Y., Yılmaz, A. Ç. (2024). The Effect of Non-Performing Loans on Sector Profitability in the Turkish Banking Sector. Journal of Applied And Theoretical Social Sciences, 6(1), 27-49 https://doi.org/10.37241/jatss.2024.102 [EBSCO]
  • _____________________

Books

  • Zor, Ü., Kütük, Y. (2020).Innovative Approaches in Management Accounting, Beta Publications , [ISBN: 9786052426586, 267 pages , Turkish].
  • Kütük, Y. (2022). Activation Functions in Deep Learning ( with LaTeX applications ), Peter Lang verlag [ISBN (PDF): 9783631876701, ISBN ( ePUB ): 9783631876718, ISBN (MOBI): 9783631876725, ISBN (Softcover): 9783631873281, 88 pages , English].;https://doi.org/10.3726/b19631;
  • Kütük, Y., Aksu, F., Alkin, E. (2023). understanding digital transformation In International Politics Andean Economy , Altınbaş University, Nobel Publications , [ISBN: 9786052065853, 218 pages , English]. https://www.nobelyayin.com/understanding-digital-transformation-in-international-politics-and-economy-19288.html;
  • Kütük, Y.(2025). Data Science in 50 Questions, Gazi Kitabevi;
    https://www.gazikitabevi.com.tr/50-soruda-veri-bilimi
Ders Kodu Ders Adı
  • Third Cycle (Doctoral): İstanbul Teknik Üniversitesi, Ekonomi
    PostDoc: Sabancı School of Business
  • Second Cycle (Master's): İstanbul Teknik Üniversitesi, Ekonomi
    PreDoc: Bayes Business School (formerly Cass UL)
  • First Cycle (Undergraduate): Marmara Üniversitesi, İşletme
Scholarships and Awards:

2011 - Best Master Thesis Award - Turkish Economic Association
https://www.tek.org.tr/tr/yuksek-lisans-odulleri/2011

2017- Best Poster Award - Twelfth International Conference on Interdisciplinary Social Sciences, Common Ground Interdisciplinary Social Sciences

2022 - Ibn Khaldun Prize - the Middle East Economics Association
http://meeaweb.org/ibn-khaldun-winners

2022 - Academic Performance Award - Altınbaş University

2022 - Asaf Savaş AKAT Economics Award - Journal of Economics and Society
https://iktisatvetoplum.com/2023-3/

2023 - Academic Owl Award - Turkish Researchers Association
https://baykusodulleri.org.tr/kazananlar/2023-yili-odul-alanlar-listesi

2023 - Academic Performance Award - Altınbaş University


Projects:
[8.1] Tübitak Research Assistant [Tübitak EVRENA 1001 - Executive : Assoc. Prof. Dr. Mine AKSU, No: 108K364, Support: 139.000 TL]: Reflection of Accounting Figures on Firm Value in ISE Companies and the Impact of New Accounting and Corporate Governance Practices Istanbul, TR, On Behalf Of Sabanci University, Oct. 2009 - Jan. 2012.
[8.2] Tübitak Research Assistant [Tübitak 1001 - Executive : Assoc. Prof. Dr. Mine AKSU, No: 114K425, Support: 341.000 TL]: The Effect of Independent Audit Firm and Auditor Partners' Characteristics on the Financial Reporting Quality of Borsa Istanbul Companies Istanbul, TR, On Behalf Of Sabanci University, Oct. 2014 - Jul. 2017.
[8.3] Executive [Erasmus PLUS, Support 220.000 Euro]: Promoting Employability, Retraining, Social Skills Of Neets Aka PERSON Istanbul, TR, ERASMUS+, STRATEGIC PARTNERSHIPS FOR YOUTH, Turkish National Agency, Republic of Turkey Ministry of Foreign Affairs, Oct. 2017 - Feb. 2021.
[8.4] Executive [BAP, Support: 100.000 TL.] : Due Diligence and Policy Recommendations in Epidemic Economy: Bağcilar Ilgesi Microsimulation Example, Altınbaş University, Feb. 2021 - Nov. 2022
[8.5] Consultant [Tübitak 2209A, Executive Director : Emre Kaan SARIKAYA]: Investigation of Social, Economic and Political Factors Affecting the Decision-Making Mechanism of Foreign Investors with Panel Data Analysis, 2021-2022.
[8.6] Consultant [Tübitak 2209A, Executive Director : Fırat KABAN]: The Development of Management Concept in Football Industry : Artificial Learning Application, 2022-2023.
[8.7] Consultant [Tübitak 2209A, Executor : İlayda ENGİN]: Text-Based Analysis of Psychology Advertisements on Job Search Platforms and Categorization of Competencies with Latent Dirichlet Analysis, 2022-2023.
[8.8] Researcher [Tübitak 1001, No: 121K325] - Do Audit Firms Disclose Enough Information to the Public: A Computer-Based Content Analysis of Turkish Audit Firms' Transparency Reports, 2021-2023.
[8.9] Executive [BAP, Support: 99.700 TL.] : Spillover Effect of Readability in Material Disclosures on the Stock Market, Altınbaş University, Mar. 2023 - Mar. 2024.