Please use this identifier to cite or link to this item: https://scholarhub.balamand.edu.lb/handle/uob/2048
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dc.contributor.authorDagher, Issamen_US
dc.date.accessioned2020-12-23T09:05:25Z-
dc.date.available2020-12-23T09:05:25Z-
dc.date.issued2007-
dc.identifier.urihttps://scholarhub.balamand.edu.lb/handle/uob/2048-
dc.description.abstractIn this paper, the category choice of the Fuzzy adaptive resonance theory (ART) is shown to be replaced by a distance measure related to the L-1 norm. This replacement has several advantages. One advantage is that the new distance measure will operate directly on the input patterns without the need for doing complement coding which is a requirement for the category choice of the Fuzzy ART. Another advantage is that using the new distance measure the input patterns do not have to be normalized to be clustered. It is noted that using Fuzzy ART the input patterns need to be in the interval [0, 1]. The difference between the two distance measures is illustrated mathematically and geometrically. Simulation results on different databases are presented.en_US
dc.format.extent5 p.en_US
dc.language.isoengen_US
dc.subjectFuzzy ARTen_US
dc.subjectL-1 normen_US
dc.subjectCategory choiceen_US
dc.subjectComplement coding clusteringen_US
dc.titleGeometrical-based category choice fuzzy art architectureen_US
dc.typeJournal Articleen_US
dc.identifier.doi10.1080/02286203.2007.11442412-
dc.contributor.affiliationDepartment of Computer Engineeringen_US
dc.description.volume27en_US
dc.description.issue2en_US
dc.description.startpage158en_US
dc.description.endpage163en_US
dc.date.catalogued2017-11-10-
dc.description.statusPublisheden_US
dc.identifier.ezproxyURLhttp://ezsecureaccess.balamand.edu.lb/login?url=http://www.tandfonline.com/doi/abs/10.1080/02286203.2007.11442412?needAccess=true#aHR0cDovL3d3dy50YW5kZm9ubGluZS5jb20vZG9pL3BkZi8xMC4xMDgwLzAyMjg2MjAzLjIwMDcuMTE0NDI0MTI/bmVlZEFjY2Vzcz10cnVlQEBAMA==en_US
dc.identifier.OlibID174884-
dc.relation.ispartoftextInternational journal of modeling and simulationen_US
dc.provenance.recordsourceOliben_US
crisitem.author.parentorgFaculty of Engineering-
Appears in Collections:Department of Computer Engineering
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