The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Transactions ID Number: 32-527
Full Name: Der-Bang Wu
Position: Associate Professor
Age: ON
Sex: Male
Address: 140 Ming-Sheng Road, Taichung
Country: TAIWAN
Tel: 886-936731088
Tel prefix: 886-422183506
Fax: 886-422183500
E-mail address: wudb@hotmail.com
Other E-mails: dwu@mail.ntcu.edu.tw
Title of the Paper: Theory of Multivalent Delta-Fuzzy Measures and its Application
Authors as they appear in the Paper: Hsiang-Chuan Liu, Der-Bang Wu, Yu-Du Jheng, and Tian-Wei Sheu
Email addresses of all the authors: lhc@asia.edu.tw,wudb@hotmail.com,doora0622@yahoo.com.tw,sheu@mail.ntcu.edu.tw
Number of paper pages: 10
Abstract: The well known fuzzy measures, Lambda-measure and P-measure, have only one formulaic solution, the former is not a closed form, and the latter is not sensitive enough. In this paper, a novel fuzzy measure, called Delta-measure, is proposed. This new measure proves to be a multivalent fuzzy measure which provides infinitely many solutions to closed form, and it can be considered as an extension of the above two measures. In other words, the above two fuzzy measures can be treated as the special cases of Delta-measure. For evaluating the Choquet integral regression models with our proposed fuzzy measure and other different ones, a real data experiment by using a 5-fold cross-validation mean square error (MSE) is conducted. The performances of Choquet integral regression models with fuzzy measure based on Delta-measure, Lambda-measure and P-measure, respectively, a ridge regression model and a multiple linear regression model are compared. Experimental result shows !
that the Choquet integral regression models with respect to Delta-measure based on Gamma-support outperforms other forecasting models.
Keywords: Lambda-measure, P-measure, Delta-measure, Gamma-support, Choquet integral regression model.
EXTENSION of the file: .pdf
Special (Invited) Session: ID Number: 613-612 and title Delta-Fuzzy Measures and its Application has been accepted_The 8th WSEAS International Conference on APPLIED COMPUTER SCIENCE and APPLIED COMPUTATIONAL SCIENCE (ACACOS '09) will take place in Hangzou, China
Organizer of the Session: Dr Raina Moskova
How Did you learn about congress: Jon-Ciao Hong, hcj@mail.ntcu.edu.tw
IP ADDRESS: 210.240.187.219
