Statistical Approach to Fuzzy Cognitive Maps

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Niskanen , V A 2020 , Statistical Approach to Fuzzy Cognitive Maps . in S N Shahbazova , M Sugeno & J Kacprzyk (eds) , Recent Developments in Fuzzy Logic and Fuzzy Sets . Studies in fuzziness and soft computing , vol. 391 , Springer International Publishing AG , pp. 33-59 . https://doi.org/10.1007/978-3-030-38893-5_3

Title: Statistical Approach to Fuzzy Cognitive Maps
Author: Niskanen, Vesa Antti
Other contributor: Shahbazova, Shahnaz N.
Sugeno, Michio
Kacprzyk, J
Contributor organization: Department of Economics and Management
Publisher: Springer International Publishing AG
Date: 2020-03-06
Language: eng
Belongs to series: Recent Developments in Fuzzy Logic and Fuzzy Sets
Belongs to series: Studies in fuzziness and soft computing
ISBN: 978-3-030-38892-8
978-3-030-38893-5
ISSN: 1434-9922
DOI: https://doi.org/10.1007/978-3-030-38893-5_3
URI: http://hdl.handle.net/10138/341319
Abstract: Fuzzy cognitive maps are studied from statistical standpoint. An analogy between these maps and linear regression and logistic regression models is drawn. Practical examples are also provided.
Subject: 512 Business and Management
Peer reviewed: Yes
Usage restriction: openAccess
Self-archived version: acceptedVersion


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