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2009 First Asian Conference on Intelligent Information and Database Systems
Exploration of Soft Computing Models for the Valuation of Residential Premises Using the KEEL Tool
Dong hoi, Quang binh, Vietnam
April 01-April 03
ISBN: 978-0-7695-3580-7
ASCII Text
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Tadeusz Lasota, Ewa Pronobis, Bogdan Trawinski, Krzysztof Trawinski, "Exploration of Soft Computing Models for the Valuation of Residential Premises Using the KEEL Tool," Intelligent Information and Database Systems, Asian Conference on, pp. 253-258, 2009 First Asian Conference on Intelligent Information and Database Systems, 2009.
 
 
BibTex
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@article{ 10.1109/ACIIDS.2009.46,
author = {Tadeusz Lasota and Ewa Pronobis and Bogdan Trawinski and Krzysztof Trawinski},
title = {Exploration of Soft Computing Models for the Valuation of Residential Premises Using the KEEL Tool},
journal ={Intelligent Information and Database Systems, Asian Conference on},
volume = {0},
year = {2009},
isbn = {978-0-7695-3580-7},
pages = {253-258},
doi = {http://doi.ieeecomputersociety.org/10.1109/ACIIDS.2009.46},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Intelligent Information and Database Systems, Asian Conference on
TI - Exploration of Soft Computing Models for the Valuation of Residential Premises Using the KEEL Tool
SN - 978-0-7695-3580-7
SP253
EP258
A1 - Tadeusz Lasota,
A1 - Ewa Pronobis,
A1 - Bogdan Trawinski,
A1 - Krzysztof Trawinski,
PY - 2009
KW - residential premises valuation
KW - soft computing
KW - KEEL
VL - 0
JA - Intelligent Information and Database Systems, Asian Conference on
ER -
 
The experiments aimed to compare data driven soft computing models for the valuation of residential premises were conducted using the KEEL tool (Knowledge Extraction based on Evolutionary Learning). Twelve regression algorithms were applied to actual data sets derived from the cadastral system and the registry of real estate transactions. The 5x2-fold cross validation and nonparametric statistical tests were applied. The results proved the usefulness of the tool to carry out laborious investigation in a relatively short time. Further research is needed to determine to what extent data coming from such sources allow to build the real estate valuation models.
Index Terms:
residential premises valuation, soft computing, KEEL
Citation:
Tadeusz Lasota, Ewa Pronobis, Bogdan Trawinski, Krzysztof Trawinski, "Exploration of Soft Computing Models for the Valuation of Residential Premises Using the KEEL Tool," aciids, pp.253-258, 2009 First Asian Conference on Intelligent Information and Database Systems, 2009
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