Determination of a Matrix of the Dependencies Between Features Based on the Expert Knowledge

Adam Kiersztyn; Pawel Karczmarek; Khrystyna Zhadkovska; Witold Pedrycz

doi:10.1007/978-3-319-91262-2_50

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Determination of a Matrix of the Dependencies Between Features Based on the Expert Knowledge

Conference proceeding

Peer reviewed

Determination of a Matrix of the Dependencies Between Features Based on the Expert Knowledge

Adam Kiersztyn, Pawel Karczmarek, Khrystyna Zhadkovska and Witold Pedrycz

ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING (ICAISC 2018), PT II, Vol.10842, pp.570-578

Lecture Notes in Artificial Intelligence

01/01/2018

DOI: https://doi.org/10.1007/978-3-319-91262-2_50

Abstract

Computer Science

Computer Science, Artificial Intelligence

Science & Technology

Technology

In the paper, we investigate the problem of replacing long-lasting and expensive research by expert knowledge. The proposed innovative method is a far-reaching improvement of the AHP method. Through the use of a slider, the proposed approach can be used by experts who have not yet met the AHP method or do not feel comfortable when using classic approach related to words and numbers. In the series of experiments, we confirm the efficiency of the method in a modeling of electricity consumption in teleinformatics and in an application of biodiversity to urban planning.

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Title: Determination of a Matrix of the Dependencies Between Features Based on the Expert Knowledge
Creators - without role: Adam Kiersztyn - John Paul II Catholic University of Lublin
Pawel Karczmarek - John Paul II Catholic University of Lublin
Khrystyna Zhadkovska - John Paul II Catholic University of Lublin
Witold Pedrycz - King Abdulaziz University
Contributors - without role: L Rutkowski
R Scherer
M Korytkowski
W Pedrycz - King Abdulaziz University
R Tadeusiewicz
J M Zurada
Publication Details: ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING (ICAISC 2018), PT II, Vol.10842, pp.570-578
Series: Lecture Notes in Artificial Intelligence
Publisher: Springer Nature
Number of pages: 9
Grant note: Natural Sciences and Engineering Research Council; Natural Sciences and Engineering Research Council of Canada (NSERC) Canada Research Chair (CRC) program; Canada Research Chairs; Australian Government; Department of Industry, Innovation and Science; Cooperative Research Centres (CRC) Programme 2014/13/D/ST6/03244 / National Science Centre, Poland
Identifiers: 9934147508331
Academic Unit: King Abdulaziz University
Language: English
Resource Type: Conference proceeding