Title :
Quality of Life Investigation Case Study in the Czech Republic
Author :
Krupka Jirí;Jirava Pavel;Kaparová Miloslava;Mandys Jan
Author_Institution :
Inst. of Syst. Eng. & Inf., Univ. of Pardubice, Pardubice, Czech Republic
Abstract :
This paper presents one of many possibilities of decision theory that can be used in the modelling of the quality of life in a given city in the Czech Republic. Real data sets from citizen questionnaires for the city of Chrudim were analysed, pre-processed, and used in the classification models. Classifier models, on the basis of C5. 0, CHAID, C&RT, and C5. 0boosting algorithms were proposed and analysed. The aim of the analysis can be defined as follows: The possibility of the availability of decision trees for the classification of the defined “soft” system is judged.
Keywords :
"Cities and towns","Sustainable development","Chromium","Delta modulation","Environmental economics","Decision trees","Classification tree analysis","Humans","Decision making","Fuzzy systems"
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD ´09. Sixth International Conference on
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.44