Studying the cyclicality of the economy and prediction of new high risk of economic crises: a case study on the European countries from 1995 to 2018

References

• Aghabozorgi, S., Shirkhorshidi, A. S., & Wah, T. Y. (2015). Time-series clustering – A decade review. Information Systems, 53, 16–38. https://doi.org/10.1016/j.is.2015.04.007
   Web of Science ®Google Scholar
• Alaminos, D., Peláez, J. I., Salas, M. B., & Fernández-Gámez, M. A. (2021). Sovereign debt and currency crises prediction models using machine learning techniques. Symmetry, 13(4), 652. https://doi.org/10.3390/sym13040652
   Google Scholar
• Augustyński, I., & Laskoś-Grabowski, P. (2018). Clustering macroeconomic time series, econometrics. Econometrics, 22(2), 74–88. https://doi.org/10.15611/eada.2018.2.06
   Google Scholar
• Briceño, H. R., & Perote, J. (2020). Determinants of the public debt in the eurozone and its sustainability amid the Covid-19 pandemic. Sustainability, 12(16), 6456. https://doi.org/10.3390/su12166456
   Web of Science ®Google Scholar
• Brkić, I., Gradojević, N., & Ignjatijević, S. (2020). The impact of economic freedom on economic growth? New European dynamic panel evidence. Journal of Risk and Financial Management, 13(2), 26. https://doi.org/10.3390/jrfm13020026
   Web of Science ®Google Scholar
• Clift, B. (2020). The IMF, the Eurozone and global financial crises, and the politics of economic ideas. Comparative European Politics, 18(1), 99–108. https://doi.org/10.1057/s41295-018-0146-x
   Web of Science ®Google Scholar
• Danko, J., & Suchý, E. (2021). The financial integration in the european capital market using a clustering approach on financial data. Economies, 9(2), 89. https://doi.org/10.3390/economies9020089
   Web of Science ®Google Scholar
• Dinçer, H., Yüksel, S., & Şenel, S. (2018). Analyzing the global risks for the financial crisis after the great depression using comparative hybrid hesitant fuzzy decision-making models: Policy recommendations for sustainable economic growth. Sustainability, 10(9), 3126. https://doi.org/10.3390/su10093126
   Web of Science ®Google Scholar
• Grekousis, G. (2018). Further widening or bridging the gap? A cross-regional study of unemployment across the EU amid economic crisis. Sustainability, 10(6), 1702. https://doi.org/10.3390/su10061702
   Web of Science ®Google Scholar
• Iuga, I. C., & Mihalciuc, A. (2020). Major crises of the XXIst century and impact on economic growth. Sustainability, 12(22), 9373. https://doi.org/10.3390/su12229373
   Web of Science ®Google Scholar
• Liao, Y. (2017). Machine learning in macro-economic series forecasting. International Journal of Economics and Finance, 9(12), 71–76. https://doi.org/10.5539/ijef.v9n12p71
   Google Scholar
• Michie, J. (2020). Analysing economic crises, and creating a new era of sustainable development. International Review of Applied Economics, 34(1), 1–3. https://doi.org/10.1080/02692171.2020.1672985
   Google Scholar
• Ntanos, S., Skordoulis, M., Kyriakopoulos, G., Arabatzis, G., Chalikias, M., Galatsidas, S., Batzios, A., & Katsarou, A. (2018). Renewable energy and economic growth: Evidence from European countries. Sustainability, 10(8), 2626. https://doi.org/10.3390/su10082626
   Web of Science ®Google Scholar
• Nyblom, Å., Isaksson, K., Sanctuary, M., Fransolet, A., & Stigson, P. (2019). Governance and degrowth. lessons from the 2008 Financial crisis in Latvia and Iceland. Sustainability, 11(6), 1734. https://doi.org/10.3390/su11061734
   Web of Science ®Google Scholar
• Oprea, F., Onofrei, M., Lupu, D., Vintila, G., & Paraschiv, G. (2020). The determinants of economic resilience. The case of Eastern European regions. Sustainability, 12(10), 4228. https://doi.org/10.3390/su12104228
   Web of Science ®Google Scholar
• Oravský, R., Tóth, P., & Bánociová, A. (2020). The ability of selected European countries to face the impending economic crisis caused by COVID-19 in the context of the global economic crisis of 2008. Journal of Risk and Financial Management, 13(8), 179. https://doi.org/10.3390/jrfm13080179
   Web of Science ®Google Scholar
• Paczoski, A., Abebe, S. T., & Cirella, G. T. (2019). Debt and deficit growth rate reporting for post-communist European Union member states. Social Sciences, 8(6), 173. https://doi.org/10.3390/socsci8060173
   Google Scholar
• Pribac, L. I. (2011). Scurt istoric al crizelor economice mondiale din secolul XX pana in present. Investitiile - Solutia anticriza pentru Romania [Brief history of world economic crises from the twentieth century to the present. Investments - Anti-crisis solution for Romania]. Studia Universitatis Vasile Goldis Arad, 2011, Seria Stiinte Economice, 21.
   Google Scholar
• Soava, G., Mehedintu, A., Sterpu, M., & Raduteanu, M. (2020). Impact of employed labor force, investment, and remittances on economic growth in EU countries. Sustainability, 12(23), 10141. https://doi.org/10.3390/su122310141
   Web of Science ®Google Scholar
• Soreg, K., & Bermudez-Gonzalez, G. (2021). Measuring the socioeconomic development of selected balkan countries and hungary: A comparative analysis for sustainable growth. Sustainability, 13(2), 736. https://doi.org/10.3390/su13020736
   Web of Science ®Google Scholar
• Teresienė, D., Keliuotytė-Staniulėnienė, G., & Kanapickienė, R. (2021). Sustainable economic growth support through credit transmission channel and financial stability: In the context of the COVID-19 pandemic. Sustainability, 13(5), 2692. https://doi.org/10.3390/su13052692
   Web of Science ®Google Scholar
• The World Bank. ( n.d.). https://data.worldbank.org/indicator
   Google Scholar
• Vo, V., Luo, J., & Vo, B. (2016). Time series trend analysis based on k-means and support vector machine. Comput. Informatics, 35, 111–127.
   Web of Science ®Google Scholar