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dc.contributor.authorPantović, Jovankaen
dc.contributor.authorGhilezan, Silviaen
dc.contributor.authorŽunić, Jovišaen
dc.date.accessioned2020-05-02T16:42:19Z-
dc.date.available2020-05-02T16:42:19Z-
dc.date.issued2016-01-01en
dc.identifier.issn1542-3980en
dc.identifier.urihttp://researchrepository.mi.sanu.ac.rs/handle/123456789/2585-
dc.description.abstractWe consider the encoding problem for the multilevel S-threshold functions. Multilevel S-threshold functions correspond to partitions of a finite-dimensional integer grid into a given finite number of levels, by parallel hypersurfaces. These hypersurfaces are representable as linear combinations of monomials from a predefined set S. We describe and analyze an encoding scheme applicable to all multilevel S-threshold functions, based on the use discrete moments. Even though the proposed encoding scheme is very general, there are situations where it outperforms the existing ones and, as a by product, gives a sharper upper bound for the number of certain threshold functions. Also, several existing encoding schemes, for particular classes of threshold functions, are special cases of this, very general, encoding scheme considered in this paper. Initial results of this paper were presented at the ISMVL 2014, and published in [17].en
dc.publisherOld City Publishing-
dc.relation.ispartofJournal of Multiple-Valued Logic and Soft Computingen
dc.subjectDiscrete moments | Encoding | Enumerating | Neural networks | Threshold functionen
dc.titleEncoding of multilevel S-threshold functionsen
dc.typeArticleen
dc.identifier.scopus2-s2.0-84956855123en
dc.relation.firstpage89en
dc.relation.lastpage108en
dc.relation.issue1-2en
dc.relation.volume26en
dc.description.rankM23-
item.cerifentitytypePublications-
item.fulltextNo Fulltext-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.openairetypeArticle-
item.grantfulltextnone-
crisitem.author.orcid0000-0003-2253-8285-
crisitem.author.orcid0000-0002-1271-4153-
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