Assoc. Prof. Dr.
Yasin KÜTÜK
Management
- Phone
- +90 (262) 605 14 64
- 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]
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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.
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.
