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Please use this identifier to cite or link to this item: http://hdl.handle.net/10119/9098

Title: Notes on “reducing algorithm complexity for computing an aggregate uncertainty measure”
Authors: Huynh, Van-Nam
Nakamori, Yoshiteru
Keywords: Aggregate uncertainty (AU)
Computational complexity
Dempster-Shafer theory
Uncertainty measures
Issue Date: 2010-01
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Magazine name: IEEE Transactions on Systems, Man and Cybernetics - Part A: Systems and Humans
Volume: 40
Number: 1
Start page: 205
End page: 209
DOI: 10.1109/TSMCA.2009.2030962
Abstract: In a recent paper, Liu et al. (2007) have proposed the so-called F-algorithm which conditionally reduces the computational complexity of the Meyerowitz-Richman-Walker algorithm for the computation of the aggregate uncertainty (AU) measure in Dempster-Shafer theory of evidence, along with an illustration of its application in a practical scenario of target identification. In this short article, we will point out several technical mistakes, which some of them lead to some inexact or incomplete statements in Liu et al.'s paper. The corrections of these mistakes will be made, as well as some further improvement and results will be derived.
Rights: Copyright (C) 2010 IEEE. Reprinted from IEEE Transactions on Systems, Man and Cybernetics - Part A: Systems and Humans, 40(1), 2010, 205-209. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of JAIST's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.
URI: http://hdl.handle.net/10119/9098
Material Type: publisher
Appears in Collections:a10-1. 雑誌掲載論文 (Journal Articles)

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