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Author Frelicot, C. ♦ Mascarilla, L.
Sponsorship IEEE Syst., Man & Cybernetics Soc
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2002
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Special computer methods
Subject Keyword Labeling ♦ Testing ♦ Bayesian methods ♦ Hypercubes ♦ Pattern classification ♦ Linear predictive coding ♦ Large Hadron Collider ♦ Computer vision ♦ Laboratories ♦ Presses
Abstract The design of a rejection-based classifier can be made according to two well-identified strategies operating in two sequential steps: the accept-first strategy and the reject-first one. The first one is the most usual. Recently, we have proposed a general class of the latter classifiers using fuzzy XOR operators based on dual triples (t-norm, t-conorm, complement) (2001). In this paper, we investigate a new approach. It consists in starting with testing for ambiguity rejection, and if needed, testing for either exclusive classification or distance rejection. For this purpose, we define a new operator called the fuzzy OR-2 allowing us to propose a new class of classifiers.
Description Author affiliation: Comput. Vision Lab., Univ. of La Rochelle, France (Frelicot, C.; Mascarilla, L.)
ISBN 0780374614
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2002-06-27
Publisher Place USA
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Size (in Bytes) 449.77 kB
Page Count 5
Starting Page 395
Ending Page 399

Source: IEEE Xplore Digital Library