RT Generic
T1 Aproximación al valor de mercado de los futbolistas a través de la aplicación de técnicas de Machine Learning
A1 Hernández Armas, Pablo
YR 2021
FD 2021-09
LK https://hdl.handle.net/20.500.14352/5168
UL https://hdl.handle.net/20.500.14352/5168
LA spa
NO Binder, J., & Findlay, M. (2012). The Effects of the Bosman Ruling on National and Club Teams in Europe. Journal of Sports Economics, 13(2), 107-129.Boser, B., Guyon, I., & Vapnik, V. (1992). A training Algorithm for Optimal Margin Classifiers. Proceedings of the fifth annual workshop on Computational learning theory (COLT '92). Association for Computing Machinery, New York, NY, USA, 144–152.Braga, P., Oliveira, A., & Meira, S. (2007). Software Effort Estimation using Machine Learning Techniques with Robust Confidence Intervals. IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007), 19, 181-185.Breiman, L. (2001). Random Forest. Machine Learning, 45(5), 5-32.Carmichael, F., & Thomas, D. (1993). Bargaining in the transfer market: theory and evidence. Applied Economics, 25, 1467-76.Carmona, P., Climent, F., & Momparler, A. (2019). Predicting failure in the U.S. banking sector: An extreme gradient boosting approach. International Review of Economics and Finance, 61, 304-323.Deloitte. (2020). Football Money League 2020. Obtenido de Deloitte: https://www2.deloitte.com/bg/en/pages/finance/articles/football-money-league-2020.html Recuperado el día 18 de julio de 2021.Dobson, S., Gerrard, B., & Howe, S. (2000). The determination of transfer fees in English nonleague football. Applied Economics, 32(9), 1145-1152.Dobson, S., & Goddard, J. (2001). The Economics of Football. Cambridge: Cambridge University Press.Frick, B. (2009). Globalization and Factor Mobility. The Impact of the "Bosman-Ruling" on Player Migration in Professional Soccer. Journal of Sports Economics, 10(1), 88-106.Gay de Liébana, J. M. (2016). La gran burbuja del fútbol. Barcelona: Conecta.Gil, S. (2002). Fútbol y migraciones. La Sentencia Bosman en el proceso de construcción de la Europa comunitaria (crónicas desde España). Migraciones Internacionales, 1(3), 54-78.Gómez, P. H., Jiménez, T. R., Hernández , P. G., & Martínez, N. Á. (2017). A comparative between CRISP-DM and SEMMA through the construction of a MODIS repository for studies of land use and cover change. Advanced in Science, Technology and Engineering Systems Journal, 2(3), 598-604.Gómez, S., & Opazo, M. (2007). Características estructurales de un club profesional de élite. IESE Business School - Universidad de Navarra, D/705.Hoffman, M. (2006). Support Vector Machines - Kernels and the Kernel Trick. Obtenido de: https://cogsys.uni-bamberg.de/teaching/ss06/hs_svm/slides/SVM_Seminarbericht_Hofmann.pdf. Recuperado el día 24 de julio de 2021.Kesenne, S. (2007). The Peculiar International Economics of Professional Football in Europe. Scotish Journal of Political Economy, 54(3), 388-399.Kim, E. (2015). Everything you wanted to know about the Kernel Trick (but were afraid to ask). Obtenido de:http://eric-kim.net/eric-kim-net/posts/1/kernel_trick_blog_ekim_12_20_2017pdf. Recuperado el día 24 de julio de 2021.Kuper, S., & Szymanski, S. (2010). El fútbol es así (soccernomics): Una explicación económica sobre mitos y verdades del deporte. Barcelona: Activa.Montaño, J. (2011). Artificial neural networks applied to forecasting time series. Psicothema, 23(2), 322-329.Muhammad, L., Algehyne, E. A., Usman, S., Ahmad, A., Chakraborty, C., & Mohammed, I. (2021). Supervised Machine Learning Models for Prediction of COVID-19 Infection using Epidemiology Dataset. SN Computer Science, 2(1), 11.Nasteski, V. (2017). An overview of the supervised machine learning methods. Horizons. Horizons, 4, 51-62.Natekin, A., & Knoll, A. (2013). Gradient boosting machines, a tutorial. Frontiers in Neurorobotics, 7, 21.Ordóñez, D. (2014). La impronta de las sentencias Francovich, Bosman, Kadi y Factorarme en la jurisprudencia de la Unión Europea (1988-2013). Cuadernos Europeos de Deusto, (50), 201-220.Rubio, G., Manuel, C., Rodríguez, Á., & González, F. (2021). Measuring football clubs´human capital: analytical and dynamic models based on footballers´life cycles. Journal of Intellectual Capital.Transfermarkt. (2021). Obtenido de Transfermarkt: https://www.transfermarkt.es/philippe-coutinho/transfers/spieler/80444. Recuperado el día 21 de julio de 2021.Úbeda, J., & Molina, J. (2014). El control del balón de oro: crónica crítica sobre la mercantilización del fútbol. Actividad física y deporte: ciencia y profesión, 20. 37-45.Yin, L. L. (2021). Classification Tree–Based Machine Learning to Visualize and Validate a Decision Tool for Identifying Malnutrition in Cancer Patients. Journal of Parenteral and Enteral Nutrition, 10. 1002.Yu, W. L. (2010). Application of support vector machine modeling for prediction of common diseases: the case of diabetes and pre-diabetes. BMC Med Inform Decis Mak, 10(16).
DS Docta Complutense
RD 3 may 2024