[Bao Y., Ishii N., 2002, Combining Multiple K-Nearest Neighbor Classifiers for Text Classification by Reducts, In: Lange S., Satoh K., Smith C.H. (eds) Discovery Science. DS 2002. Lecture Notes in Computer Science, vol 2534. Springer, Berlin, Heidelberg.10.1007/3-540-36182-0_34]Search in Google Scholar
[Boschetti A., Massaron L., 2017, Python Data Science Essentials in Polish: Python, Podstawy nauki o danych, Helion, Gliwice.]Search in Google Scholar
[Czaja J., 2001, Methods of appraising real property market and cadastral value in Polish: Metody szacowania wartości rynkowej i katastralnej nieruchomości, Komp-system, Kraków.]Search in Google Scholar
[Enström-Öst C., Söderberg B., Wilhelmsson M., 2017, Homeownership rates of financially constrained households, Journal of European Real Estate Research, Vol. 10 Issue: 2, pp.111-123.10.1108/JERER-09-2015-0035]Search in Google Scholar
[Etel L., Dowgier R., 2013, Local taxes and charges – time for a change in Polish: Podatki i opłaty lokalne – czas na zmiany, Białystok: Temida 2.]Search in Google Scholar
[Feldman D., Gross S., 2005, Mortgage Default: Classification Trees Analysis, The Journal of Real Estate Finance and Economics, Volume 30, Issue 4, pp. 369–396.10.1007/s11146-005-7013-7]Search in Google Scholar
[Głuszak M., 2015, Multinomial Logit Model of Housing Demand in Poland, Real Estate Management and Valuation, Vol. 23, No. 1, pp. 84-89.10.1515/remav-2015-0008]Search in Google Scholar
[Gnat S., 2010, Analysis of the Effects of Replacing Current Property Tax with ad Valorem Property Tax in a Sample Municipality, Folia Oeconomica Stetinensia, 8 16, pp. 82-98.10.2478/v10031-009-0022-6]Search in Google Scholar
[Gnat S., 2018, Analysis of Communes’ Potential Fall in Revenue Following Introduction of ad Valorem Property Tax, Real Estate Management and Valuation, vol. 26, no. 1, pp. 63-72.10.2478/remav-2018-0006]Search in Google Scholar
[Gnat S., Skotarczak M., 2006, Analysis of local tax rates distributions in the West Pomeranian Voivodeship municipalities in the period of 2002–2004 in Polish: Analiza rozkładów stawek podatków lokalnych w gminach województwa zachodniopomorskiego w latach 2002–2004, in: J. Hozer red., Economic situation vs. real estate market in Polish: Koniunktura gospodarcza a rynek nieruchomości, Szczecin: Uniwersytet Szczeciński, Instytut Analiz, Diagnoz i Prognoz Gospodarczych, pp. 74-82.]Search in Google Scholar
[Hastie T., Tibshirani R., Friedman J., 2009, The elements of statistical learning, Springer, New York.10.1007/978-0-387-84858-7]Search in Google Scholar
[Hozer J., Foryś I., Zwolankowska M., Kokot S., Kuźmiński W., 1999, Econometric algorithm of land real estate mass appraisal in Polish: Ekonometryczny algorytm masowej wyceny nieruchomości gruntowych, Uniwersytet Szczeciński, Stowarzyszenie Pomoc i Rozwój, Szczecin.]Search in Google Scholar
[Lagerholm M., Peterson C., Braccini G., Edhenbrandt L., Sornmo L., 2000, Clustering ECG Complexes Using Hermite Functions and Self-Organizing Maps, IEEE Trans. Biomed. Eng., vol. 47, No. 7, pp. 838-848.10.1109/10.846677]Search in Google Scholar
[Pace P.K., 1996, Relative performance of the grid, nearest neighbor, and OLS estimators, The Journal of Real Estate Finance and Economics, Volume 13, Issue 3, pp. 203–218.10.1007/BF00217391]Search in Google Scholar
[Pedregosa F., Varoquaux G., Gramfort A., Michel V., Thirion B., Grisel O., Blondel M., Prettenhofer P., Weiss R., Dubourg V., Vanderplas J., Passos A., Cournapeau D., Brucher M., Perrot M., Duchesnay É., 2011, Scikit-learn: Machine Learning in Python, JMLR 12, pp 2825-2830.]Search in Google Scholar
[Plummer E., 2014, The Effects of Property Tax Protests on the Assessment Uniformity of Residential Properties, Real Estate Economics, Volume 4, Issue 4, pp. 900-937.10.1111/1540-6229.12080]Search in Google Scholar
[Raschka S., 2018, Python. Machine learning in Polish: Python. Uczenie maszynowe, Wydawnictwo Helion, Gliwice.]Search in Google Scholar
[Sawiłow E., 2009, The application of methods of multi-dimensional comparative analysis for the purpose of cadastral value determination in Polish: Zastosowanie metod wielowymiarowej analizy porównawczej dla potrzeb ustalania wartości katastralnych, Studia i Materiały Towarzystwa Naukowego Nieruchomości, Vol. 17, no. 1.]Search in Google Scholar
[Song Xin-Ping, Hu Zhi-Hua, Du Jian-Guo, Sheng Zhao-Han, 2014, Application of Machine Learning Methods to Risk Assessment of Financial Statement Fraud: Evidence from China, Journal of Forecasting, Volume 33, Issue 8, pp. 611-626.10.1002/for.2294]Search in Google Scholar
[Trojanek M., Kisiała W., 2016, The Diversification of Communes’ Revenue from Real Estate Across Provinces, Real Estate Management and Valuation, Vol. 24, No. 2, pp. 36-49.10.1515/remav-2016-0012]Search in Google Scholar
[Wójtowicz K., 2006, Analysis of potential effects of real estate tax system reform in Poland in Polish: Analiza potencjalnych skutków reformy systemu opodatkowania nieruchomości w Polsce. Public finances. Lublin: Wyd. UMCS.]Search in Google Scholar