DocumentCode :
1650232
Title :
Using Fuzzy Neural Network in Real Estate Prices Prediction
Author :
Li, Zhang Xiao
Author_Institution :
Chongqing Technol. & Business Univ., Chongqing
fYear :
2007
Firstpage :
399
Lastpage :
402
Abstract :
To forecast real estate prices more accurate, we combined fuzzy reasoning technique with neural network to construct a fuzzy neural network (FNN), which has ability in fuzzy reasoning and learning. In our research, we first use our relative real estate sample data to train the fuzzy neural network. Thereafter, we can use the exact test data to forecast real estate price. Compared with the traditional network, FNN obtained a much better result. Thus, we give a more accurate and effective method to forecast real estate prices.
Keywords :
forecasting theory; fuzzy neural nets; fuzzy reasoning; pricing; property market; fuzzy learning; fuzzy neural network; fuzzy reasoning; real estate prices prediction; Computer science; Educational institutions; Electronic mail; Fuzzy control; Fuzzy neural networks; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Neural networks; Testing; Fuzzy reasoning; Neural network; Prices prediction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference, 2007. CCC 2007. Chinese
Conference_Location :
Hunan
Print_ISBN :
978-7-81124-055-9
Electronic_ISBN :
978-7-900719-22-5
Type :
conf
DOI :
10.1109/CHICC.2006.4347291
Filename :
4347291
Link To Document :
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