A Weighted Matrix Visualization for Fuzzy Measures and Integrals Buck, A, Anderson, D, Keller, J, Wilkin, T and Islam, M 2020, A Weighted Matrix Visualization for Fuzzy Measures and Integrals, in 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, Piscataway, NJ, doi: 10.1109/FUZZ48607.2020.9177775. Attached Files Name Description MIMEType Size Downloads wilkin-weightedmatrix-post-2020.pdf Accepted version application/pdf 976.58KB 3 Title A Weighted Matrix Visualization for Fuzzy Measures and Integrals Author(s) Buck, A Anderson, D Keller, J Wilkin, T orcid.org/0000-0003-4059-1354 Islam, M Conference name IEEE International Conference on Fuzzy Systems Conference location Glasgow, United Kingdom Conference dates 2020/07/19 - 2020/07/24 Title of proceedings 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Editor(s) Zhang, M Publication date 2020 Total pages 8 Publisher IEEE Place of publication Piscataway, NJ Summary Fuzzy integrals are useful general purpose aggregation operators, but they can be difficult to understand and visualize in practice. The interaction between an exponentially increasing number of variables–2 n fuzzy measure variables for n inputs–makes it hard to understand what exactly is going on in a high dimensional space. We propose a new visualization scheme based on a weighted indicator matrix to better understand the inner workings of an arbitrary fuzzy measure. We provide ways of viewing the Shapley and interaction indices, as well as an optional data coverage histogram. This approach can give insight into which sources are the most relevant in the overall aggregation and decision making process, and it provides a way to visually compare fuzzy measures and subsequently integrals. Notes Conference was held online due to the COVID-19 pandemic. ISBN 978-1-7281-6932-3 ISSN 1558-4739 Language eng DOI 10.1109/FUZZ48607.2020.9177775 Indigenous content off HERDC Research category E1 Full written paper - refereed Copyright notice ©2020, IEEE Free to Read? Yes Persistent URL http://hdl.handle.net/10536/DRO/DU:30141076 Document type: Conference Paper Collections: Faculty of Science, Engineering and Built Environment School of Information Technology Open Access Collection Related Links Link Description Connect to published version (restricted access) Go to link with your DU access privileges     Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved. Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au. Versions Version Filter Type Mon, 24 Aug 2020, 13:49:13 EST Mon, 24 Aug 2020, 13:51:37 EST Tue, 25 Aug 2020, 05:01:20 EST Wed, 16 Sep 2020, 10:20:08 EST Wed, 16 Sep 2020, 11:53:21 EST Sat, 19 Sep 2020, 02:33:53 EST Mon, 21 Sep 2020, 15:32:20 EST Mon, 21 Sep 2020, 15:36:16 EST Mon, 21 Sep 2020, 15:38:45 EST Mon, 21 Sep 2020, 15:43:30 EST Mon, 21 Sep 2020, 15:48:20 EST Filtered Full Citation counts:   Cited 0 times in TR Web of Science Cited 0 times in Scopus Search Google Scholar Access Statistics: 48 Abstract Views, 9 File Downloads  -  Detailed Statistics Created: Wed, 16 Sep 2020, 10:20:08 EST

Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.