References
- Adamecz, A. (2023). Longer schooling with grade retention: The effects of increasing the school leaving age on dropping out and labour market success. Economics of Education Review, 97, 1-33. https://doi.org/10.1016/j.econedurev.2023.102487
- Adamopoulou, E., & Tanzi, G., M. (2017). Academic Drop-Out and the Great Recession. Journal of Human Capital, 11(1), 35-71. Retrieved from https://doi.org/10.1086/690650
- Aggarwal, C., C., Hinneburg, A., & Keim, D., A. (2001). On the Surprising Behavior of Distance Metrics in High Dimensional Space. Database Theory – ICDT 2001. Lecture Notes in Computer Science, Springer, Berlin/Heidelberg, 1973, 420-434. https://doi.org/10.1007/3-540-44503-X_27
- Arpaia, A., Cardoso, P., Kiss, A., Van Herck, K., & Vandeplas, A. (2017). Statutory Minimum Wages in the EU: Institutional Settings and Macroeconomic Implications. IZA Policy Paper No. 124, Institute of Labor Economics, 1-49.
- Askenazy, P. (2003). Minimum wage, exports, and growth. European Economic Review, 47(1), 147-164. https://doi.org/10.1016/S0014-2921(02)00187-3
- Bernard, A., B., & Durlauf, S., N. (1995). Convergence in international output. Journal of Applied Econometrics, 10(2), 97-108. https://doi.org/10.1002/jae.3950100202
- Bernard, A., B., & Durlauf, S., N. (1996). Interpreting tests of the convergence hypothesis. Journal of Econometrics, 71(1-2), 161-173. https://doi.org/10.1016/0304-4076(94)01699-2
- Bezdek, J., C. (2021). Elementary Cluster Analysis: Four Basic Methods that (Usually) Work. Gistrup, Denmark: River Publishers.
- Bieszk-Stolorz, B., & Dmytrów, K. (2020). Influence of Accession of the Visegrad Group Countries to the EU on the Situation in Their Labour Markets. Sustainability 2020, 12(16), 6694. https://doi.org/10.3390/su12166694
- Blatná, D. (2020). Analysis of the Relationship between the Share of Early Leavers from Education and Training and Selected Socio-Economic Indicators in the Czech Republic in the Period 2005 – 2018. The 14th International Days of Statistics and Economics, Prague, September 10-12, 2020, 136-145.
- Bokros, L. (2013). Accidental Occidental: Economics and Culture of Transition in Mitteleuropa, the Baltic and the Balkan Area. Budapest: Central European University Press.
- Borjas, G., J. (2013). Labor Economics (6th ed.). New York, United States: McGraw-Hill Companies, Inc.
- Brown, C., Gilroy, C., & Kohen, A. (1982). The effect of the minimum wage on employment and unemployment. Journal of Economic Literature, 20(2), 487-528. Retrieved from https://www.jstor.org/stable/2724487
- Burzykowski, T., Rousseau, A.-J., Geubbelmans, M., & Valkenborg, D. (2023). Introduction to Machine Learning. American Journal of Orthodontics & Dentofacial Orthopedics, 163(5), 732-734, https://doi.org/10.1016/j.ajodo.2023.02.005
- Council of the European Union (2013). Council Recommendation of 22 April 2013 on establishing a Youth Guarantee. Retrieved from https://eur-lex.europa.eu/legal-content/EN/ALL/?uri=celex%3A32013H0426%2801%29
- Council of The European Union (2020). Council Recommendation of 30 October 2020 on A Bridge to Jobs – Reinforcing the Youth Guarantee and replacing the Council Recommendation of 22 April 2013 on establishing a Youth Guarantee 2020/C 372/01. Retrieved from https://eur-lex.europa.eu/legal-content/EN/TXT/?toc=OJ%3AC%3A2020%3A372%3ATOC&uri=uriserv%3AOJ.C_.2020.372.01.0001.01.ENG
- Council of the European Union (2021). Council Resolution on a strategic framework for European cooperation in education and training toward the European Education Area and beyond (2021-2030), 2021/C, 66/01. Retrieved from https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32021G0226%2801%29&qid=1617706323424
- Cox, M., A., A., & Cox, T., F. (2008). Multidimensional scaling. In Chen, C.-H., Härdle, W., & Unwin, A. (Ed.). Handbook of Data Visualization (pp. 315-347). Berlin: Springer. https://doi.org/10.1007/978-3-540-33037-0_14
- Cuestas, J., C., Monfort, M., Ordóñez, J. (2021). The education pillar of the Europe 2020 strategy: a convergence analysis. Empirica, 48(4), 1113-1129. https://doi.org/10.1007/s10663-021-09504-x
- De Luca, G., Mazzocchi, P., Quintano, C., & Rocca, A. (2020). Going Behind the High Rates of NEETs in Italy and Spain: The Role of Early School Leavers. Social Indicators Research, 151(1), 345-363. https://doi.org/10.1007/s11205-020-02370-3
- Dingeldey, I., & Buttler, D. (2023). School-to-work transition regimes in post-socialist countries: An introduction. In Buttler, D., Ławrynowicz, M., & Michoń, P. (Ed.). School-to-Work Transition in Comparative Perspective (pp. 156-173.). Cheltenham, UK, and Northampton, Massachusetts, USA: Edward Elgar Publishing. https://doi.org/10.4337/9781800370111.00015
- Domingos, P. (2012). A Few Useful Things to Know about Machine Learning. Communications of the ACM, 55(10), 78-87. https://doi.org/10.1145/2347736.2347755
- El Bouchefry, K., & de Souza, R., S. (2020). Learning in Big Data: Introduction to Machine Learning. In Škoda, P., & Adam, R. (Ed.), Knowledge Discovery in Big Data from Astronomy and Earth Observation: AstroGeoInformatics, pp. 225-249. St. Louis, Mo.: Elsevier. https://doi.org/10.1016/B978-0-12-819154-S.00023-3
- Epstein, N., Goretti, M., Llaudes, R., & Velculescu, D., (2012). Poland: A Beacon of Resilience in Europe. In Bakker, B., B., & Klingen, C. (Ed.). How Emerging Europe Came Through the 2008/09 Crisis (pp. 155-162). International Monetary Fund. Retrieved from https://www.elibrary.imf.org/display/book/9781616353810/ch012.xml
- European Commission (2010). EUROPE 2020 – A strategy for smart, sustainable and inclusive growth. Retrieved from https://eur-lex.europa.eu/legal-content/EN/ALL/?uri=CELEX%3A52010DC2020
- European Commission (2017). Baltic Alliance for Apprenticeships. Enhancing the attractiveness of VET systems in the Baltic states through work-based learning and apprenticeships. Retrieved from https://ec.europa.eu/social/BlobServlet?docId=18440&langId=en
- European Parliament, Council of the European Union (2022). Directive (EU) 2022/2041 of the European Parliament and of the Council of 19 October 2022 on adequate minimum wages in the European Union. Retrieved from https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex%3A32022L2041
- Evangelista, P., F., Embrechts, M., J., & Szymanski, B., K. (2006). Taming the Curse of Dimensionality in Kernels and Novelty Detection. In: Abraham, A., de Baets, B., Köppen, M., Nickolay, B. (Ed.) Applied Soft Computing Technologies: The Challenge of Complexity. Advances in Soft Computing, Vol 34. Berlin, Heidelberg: Springer. https://doi.org/10.1007/3-540-31662-0_33
- Fialová, K., & Mysíková, M. (2020). Minimum Wage and Youth Employment in Regions of the Visegrád Countries. Eastern European Economics, 59(1), 82-102. https://doi.org/10.1080/00128775.2020.1816474
- Furlong, A. (2006). Not a very NEET solution: representing problematic labour market transitions among early school-leavers. Work, Employment and Society, 20(3), 553-569. https://doi.org/10.1177/0950017006067001
- Geiger, B., C., & Kubin, G. (2012). Relative Information Loss in the PCA. Proceedings of the 2012 IEEE Information Theory Workshop, Lausanne, Switzerland, pp. 562-566. https://doi.org/10.1109/ITW.2012.6404738
- Ghica, L.-A. (2008). Rhetorical Strategies, Institutional Dilemmas: The Visegrád Group and the Baltic Cooperation Facing the EU and NATO Accession Process. Analele Universităţii din Bucureşti. Seria Ştiinţe Politice, 10(10), 75-86. Retrieved from https://www.ceeol.com/search/article-detail?id=89903
- Grossmann, J. (2021). The Effects of Minimum Wage Increases in the Czech Republic. CERGE-EI Working Paper Series No. 679. Available at SSRN: http://dx.doi.org/10.2139/ssrn.3784096
- Hair, J., F., Black, W., C., Babin, B., J., & Anderson, R., E. (2018). Multivariate Data Analysis (8th ed.). Andover, Hampshire, United Kingdom: Cengage Learning EMEA.
- Institute for Market Economics (2019). Assessment of the people not in employment, education and training (NEETs) in Bulgaria and policy measures to effectively address their integration. European Commission, Luxembourg: Publications Office of the European Union, 1-70. https://doi.org/10.2767/768177
- Hout, M. C., Papesh, M. H., & Goldinger, S. D. (2013). Multidimensional scaling. WIREs Cognitive Science, 4(1), 93-103. https://doi.org/10.1002/wcs.1203
- International Labour Organization. Statutory nominal gross monthly minimum wage – Annual. ILOSTAT Explorer. Retrieved from https://www.ilo.org/shinyapps/bulkexplorer31/?lang=en&id=EAR_4MMN_CUR_NB_A [January 31, 2024]
- Istance, D., Rees, G., & Williamson, H. (1994). Young People Not in Education, Training or Employment in South Glamorgan. Cardiff, UK: South Glamorgan Training and Enterprise Council.
- Jolliffe, I., T. (2002). Principal Component Analysis (2nd ed.). New York, United States: Springer-Verlag New York, Inc.
- Kaiser, W. (1997). Challenge to the community: the creation, crisis and consolidation of the European Free Trade Association, 1958-72. Journal of European Integration History, 3(1), 7-33.
- Kaitz, H. (1970). Experience of the Past: The National Minimum. Youth unemployment and minimum wages, Bulletin 1657, United States Department of Labor, Bureau of Labor Statistics, 30-54.
- Korotaj, T., Chen, J., M., & Kurnoga, N. (2023). Hierarchical Clustering of CEE Countries According to Educational and Labour Market Indicators. Proceedings of the 17th International Symposium on Operational Research (SOR'23, Bled, Slovenia), 270-276.
- Kriegel, H.-P., Kröger, P., & Zimek, A. (2009). Clustering high-dimensional data. ACM Transactions on Knowledge Discovery from Data, 3(1), 1-58. https://doi.org/10.1145/1497577.1497578
- Krpan, M., Gardijan Kedžo, M., & Žmuk, B. (2023). Exploring the link between education length and employment outcomes among youth in Europe: A hierarchical clustering approach. Business Systems Research. 14(2), 190-213. https://doi.org/10.2478/bsrj-2023-0019
- Krzaklewska, E. (2013). Visegrad Youth – Comparative review of the situation of young people in the V4 countries. Council of Europe. Warszava, Poland.
- Kunić, J. (2022). The Future of the European Union and the European Integration. In Dimitrijević, D., & Mileski, T. (Ed.). International Organizations: Serbia and Contemporary World (1 (2022), 448-457). https://doi.org/10.18485/iipe_ioscw.2022.1.ch26
- Lénárt, A. (2021). Hungary. Profile commissioned by EASNIE for the Global Education Monitoring Report 2021 – Central and Eastern Europe, the Caucasus and Central Asia – Inclusion and education: All means all. Retrieved from https://gem-report-2020.unesco.org/wp-content/uploads/2021/02/Hungary.pdf
- Lenhart, O. (2017). The impact of minimum wages on population health: evidence from 24 OECD countries. European Journal of Health Economics, 18(8), 1031-1039. https://doi.org/10.1007/s10198-016-0847-5
- Long, B., T. (2014). The Financial Crisis and College Enrollment: How Have Students and Their Families Responded? In Brown, J., R., & Hoxby, C., M. (Ed.). How the Financial Crisis and Great Recession Affected Higher Education (pp. 209-233). Chicago, United States: University of Chicago Press. Retrieved from https://www.nber.org/system/files/chapters/c12862/c12862.pdf
- Macedo, E., Nairz-Wirth, E., Araújo, H. C., & Szalai, J. (2020). Drawing lessons from early school leavers in a social justice context: Introductory comments. European Educational Research Journal, 19(5), 387-397. https://doi.org/10.1177/1474904120951658
- Marimont, R., B.; & Shapiro, M., B. (1979). Nearest neighbour searches and the curse of dimensionality. IMA Journal of Applied Mathematics. 24(1), 59-70. https://doi.org/10.1093/imamat/24.1.59
- Mascherini, M. (2018). Origins and future of the concept of NEETs in the European policy agenda. In O’Reilly, J., Leschke, J., Ortlieb, R., Seeleib-Kaiser, M., & Villa, P. (Ed.). Youth Labor in Transition: Inequalities, Mobility, and Policies in Europe (pp. 503-529). Oxford Academic. Retrieved from https://academic.oup.com/book/26877/chapter/195940054
- Mehmetaj, N., & Zulfiu Alili, M. (2020). Youth Graduates Employment Country Studies of Albania and North Macedonia in Economics Programs. ENTRENOVA — ENTerprise Research InNOVAtion, 6(1), 275-290. Retrieved from: https://econstore.eu/bitstream/10419/224695/1/26-ENT-2020-Mehmetaj-275-290.pdf
- Müller, A., C., & Guido, S. (2017). Introduction to Machine Learning with Python: A Guide for Data Scientists. Sebastopol, Cal.: O’Reilly Media.
- Neagu, G., Lendzhova, V., & Keranova, D. (2021). The Specifics of the NEETs Population in Bulgaria and Romania. Postmodernism Problems, 11(2), 112-123. https://doi.org/10.46324/PMP2102112
- Nič, M. (2016). The Visegrád Group in the EU: 2016 as a Turning-Point? European View, 15(2), 281-290. https://doi.org/10.1007/s12290-016-0422-6
- Nielsen, F. (2016). Hierarchical clustering. In Introduction to HPC with MPI for Data Science (195-211). Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-21903-5_8
- O’Higgins, N., & Moscariello, V. (2017). Labour market institutions and youth labour markets: Minimum wages and youth employment revisited. Employment Working Paper No. 223. Geneva, Switzerland: International Labour Office, Employment Policy Department.
- Olaode, A., Naghdy, G., & Todd, C. (2014). Unsupervised Classification of Images: A Review. International Journal of Image Processing, 8(5), 325-342. https://www.cscjournals.org/library/manuscriptinfo.php?mc=IJIP-918
- Patzina, A., & Wydra-Somaggio, G. (2020). Early Careers of Dropouts from Vocational Training: Signals, Human Capital Formation, and Training Firms. European Sociological Review, 36(5), 741-759. https://doi.org/10.1093/esr/jcaa011
- Piatkowski, M. (2015, June 12). Four ways Poland’s state bank helped it avoid recession. Retrieved from https://www.brookings.edu/articles/four-ways-polands-state-bank-helped-it-avoid-recession/
- Portela Pruaño, A., Rodríguez Entrena, M., J., Torres Soto, A., & Nieto Cano, J., M. (2022). Why vulnerable early school leavers return to and re-engage with education: Push and pull reasons underlying their decision. Intercultural Education, 33(2), 156-172. https://doi.org/10.1080/14675986.2021.2018209
- Rambla, X., & Scandurra, R. (2021). Is the distribution of NEETs and early leavers from education and training converging across the regions of the European Union? European Societies, 23(5), 563-589. https://doi.org/10.1080/14616696.2020.1869282
- Sakellariou, A., Sanoudou, D. & Spyrou, G. (2012). Combining multiple hypothesis testing and affinity propagation clustering leads to accurate, robust and sample size independent classification on gene expression data. BMC Bioinformatics, 13, 270. https://doi.org/10.1186/1471-2105-13-270
- Schmarje, L., Santarossa, M., Schröder, S.-M., & Koch, R. (2021). A Survey on Semi-, Self- and Unsupervised Learning for Image Classification. IEEE Access, 9, 82146-82168. https://doi.org/10.1109/ACCESS.2021.3084358
- The Slovenian Press Agency – STA (2020, August 24). Slovenia Has Smallest Difference Between Minimum & Average Wages in EU. Retrieved from https://www.total-slovenia-news.com/business/6818-slovenia-has-smallest-difference-between-minimum-average-wages-in-eu
- Supreme Court of the United States (1921). New York Trust Company v. Eisner. United States Reports, 256, 345-350.
- Toderiță, A., Damian, A., & Meiroşu, C. (2019). Access of young vulnerable NEETs to Youth Guarantee measures in Romania. Current status and way forward. CRPE Policy Memo no. 76, 2019. Retrieved from https://www.crpe.ro/wp-content/uploads/2019/09/CRPE-Policy-Memo76_Access-of-young-NEETs-coming-from-vulnerable-groups-to-YG-1.pdf
- Tudor, S., Cilan, T., F., Năstase, L., L., Ecobici, M., L., Opran, E., R., Cojocaru, A., V. (2023). Evolution of interdependencies between education and the labor market in the view of sustainable development and investment in the educational system. Sustainability. 15(5), 3908. https://doi.org/10.3390/su15053908
- Valkenborg, D., Rousseau, A.-J., Geubbelmans, M., & Burzykowski, T. (2023). Unsupervised learning. American Journal of Orthodontics & Dentofacial Orthopedics, 163(6), 877-882. https://doi.org/10.1016/j.ajodo.2023.04.001
- Vasilescu, M., D., Stănilă, L., Popescu, M., E., Militaru, E.; & Marin, E. (2024). Using panel data clustering regression analysis to revisit income inequalities in the European Union. Applied Economics Letters, 1-6. https://doi.org/10.1080/13504851.2024.2358186
- Vodă, A., I., Bercu, A-M., & Sebestova, J. (2021). Is a higher minimum wage associated with a higher youth employment rate? A panel data analysis. European Journal of International Management, 16(4), 631-646. https://doi.org/10.1504/EJIM.2021.118569
- Watson, D., S. (2023). On the Philosophy of Unsupervised Learning. Philosophy & Technology, 38, 28. https://doi.org/10.1007/s13347-023-00635-6
- Williams, N., & Mills, J., A. (1998). Minimum wage effects by gender. Journal of Labor Research, 19(2), 397-414. https://doi.org/10.1007/s12122-998-1022-2
- Xu, N., Finkelman, R., B., Dai, S., Xu, C., & Peng, M. (2021). Average Linkage Hierarchical Clustering Algorithm for Determining the Relationships between Elements in Coal. ACS Omega, 6(9), 6206-6217. https://doi.org/10.1021/acsomega.0c05758
- Youth Wiki (2020). Youth policies in Croatia – 2020. European Commission. Retrieved from https://national-policies.eacea.ec.europa.eu/sites/default/files/2021-09/Croatia_2020_0.pdf
- Youth Wiki (2023a). Youth Policy Governance, National youth strategy: Slovenia. Retrieved from https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/slovenia/13-national-youth-strategy
- Youth Wiki (2023b). Employment and Entrepreneurship, Integration of Young People in the Labour Market: Bulgaria. Retrieved from https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/bulgaria/36-integration-of-young-people-in-the-labour-market
- Youth Wiki (2023c). Employment and Entrepreneurship, Integration of Young People in the Labour Market: Estonia. Retrieved from https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/estonia/36-integration-of-young-people-in-the-labour-market
- Youth Wiki (2023d). Employment and Entrepreneurship, Integration of Young People in the Labour Market: Latvia. Retrieved from https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/latvia/36-integration-of-young-people-in-the-labour-market
- Youth Wiki (2023e). Employment and Entrepreneurship, Integration of Young People in the Labour Market: Lithuania. Retrieved from https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/lithuania/36-integration-of-young-people-in-the-labour-market
- Youth Wiki (2023f). Education and Training, Preventing early leaving from education and training (ELET): Hungary. Retrieved from https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/hungary/63-preventing-early-leaving-from-education-and-training-elet
- Youth Wiki (2023g). Education and Training, Preventing early leaving from education and training (ELET): Romania. Retrieved from https://national-policies.eacea.ec.europa.eu/youthwiki/chapters/romania/63-preventing-early-leaving-from-education-and-training-elet