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https://scholarhub.balamand.edu.lb/handle/uob/450| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Dagher, Issam | en_US |
| dc.date.accessioned | 2020-12-23T08:30:37Z | - |
| dc.date.available | 2020-12-23T08:30:37Z | - |
| dc.date.issued | 2003 | - |
| dc.identifier.uri | https://scholarhub.balamand.edu.lb/handle/uob/450 | - |
| dc.description.abstract | In this paper, a comparative study of the category choice of the Fuzzy ART with the L-1 norm is presented. It is shown that the category choice can be replaced by a distance measure related to the L-1 norm. This distance measure will have the following advantages over the category choice of the Fuzzy ART network: 1) no need for augmenting the dimensions of the input patterns. The distance measure will operate directly on the input patterns without the need for doing complement coding; and 2) no need for normalizing the input patterns. The input patterns need not to be in the interval. | en_US |
| dc.format.extent | 6 p. | en_US |
| dc.language.iso | eng | en_US |
| dc.publisher | IEEE | en_US |
| dc.subject | Fuzzy neural nets | en_US |
| dc.subject | Category theory | en_US |
| dc.subject | ART neural nets | en_US |
| dc.subject | Learning (artificial intelligence) | en_US |
| dc.title | A comparative study of the category choice of the fuzzy ART with the L -1 norm | en_US |
| dc.type | Conference Paper | en_US |
| dc.relation.conference | International Joint Conference on Neural Networks (20-24 July 2003 : Portland, OR, USA) | en_US |
| dc.contributor.affiliation | Department of Computer Engineering | en_US |
| dc.description.startpage | 1969 | en_US |
| dc.description.endpage | 1974 | en_US |
| dc.date.catalogued | 2018-02-20 | - |
| dc.description.status | Published | en_US |
| dc.identifier.ezproxyURL | http://ezsecureaccess.balamand.edu.lb/login?url=http://ieeexplore.ieee.org/document/1223709/ | en_US |
| dc.identifier.OlibID | 177910 | - |
| dc.relation.ispartoftext | Proceedings of the International Joint Conference on Neural Networks, 2003 | en_US |
| dc.provenance.recordsource | Olib | en_US |
| crisitem.author.parentorg | Faculty of Engineering | - |
| Appears in Collections: | Department of Computer Engineering | |
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