Papers Submitted to WSEAS Conferences and WSEAS Journals: Wseas Transactions

Tuesday 30 September 2008

Wseas Transactions

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The following information was submitted:

Transactions: WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Transactions ID Number: 28-343
Full Name: Jiri Krupka
Position: Associate Professor
Age: ON
Sex: Male
Address: Studentska 84, 53210 Pardubice
Country: CZECH REPUBLIC
Tel:
Tel prefix:
Fax:
E-mail address: jiri.krupka@upce.cz
Other E-mails: jiri.maria.krupka@centrum.cz
Title of the Paper: Systems Modelling on the basis of Rough and Rough-Fuzzy Approach
Authors as they appear in the Paper: Pavel Jirava - Jiri Krupka - Miloslava Kasparova
Email addresses of all the authors: pavel.jirava@upce.cz,jiri.krupka@upce.cz,miroslava.kasparova@upce.cz
Number of paper pages: 10
Abstract: In this paper the modelling of the information , economic and social systems is presented. The models are based on the rough sets theory, and the fuzzy and rough sets theory. These models have represented two real information systems, and a system of an internal human population migration. The information systems are represented as a table where every column represents an attribute (a variable, a property). This attribute can be measured or may also be supplied by a human expert. To obtain the necessary data questionnaires were use. To the migration model selected socioeconomic data, indicators, are applied. Economic and demographic indicators that affect size of migration for districts in the Czech Republic are defined. In data pre-processing we focused on different processing of data inputs. It means for all indicators we used selected data discretization techniques. In the migration models creation phase we deal with a new design of membership function shapes an!
d rule base definition. The classifier models were carried out in MATLAB. Performed experiments have proven the accuracy of the proposed approach.
Keywords: Modelling, rough sets theory, fuzzy sets, information system, internal human migration, evaluation, classification
EXTENSION of the file: .doc
Special (Invited) Session: Information System Classification
Organizer of the Session: 594-393
How Did you learn about congress:
IP ADDRESS: 195.113.126.120

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