Mapping the growing neural gas to situation calculus

Vogiatzis, D; Stafylopatis, A

dc.contributor.author	Vogiatzis, D	en
dc.contributor.author	Stafylopatis, A	en
dc.date.accessioned	2014-03-01T01:18:02Z
dc.date.available	2014-03-01T01:18:02Z
dc.date.issued	2002	en
dc.identifier.issn	0302-9743	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/14765
dc.subject	Data Mining	en
dc.subject	Situation Calculus	en
dc.subject	Growing Neural Gas	en
dc.subject.classification	Computer Science, Theory & Methods	en
dc.title	Mapping the growing neural gas to situation calculus	en
heal.type	journalArticle	en
heal.identifier.primary	10.1007/3-540-46084-5_155	en
heal.identifier.secondary	http://dx.doi.org/10.1007/3-540-46084-5_155	en
heal.language	English	en
heal.publicationDate	2002	en
heal.abstract	We propose a dynamic mapping of the operation of the Growing Neural Gas model to Situation Calculus, with the purpose of grounding the relatively higher level concepts of Situation Calculus to lower level signals. Since both the Situation Calculus and the Growing Neural Gas model were conceived with the express purpose of describing dynamic phenomena, this transformation is natural. We believe that the transformation will also be useful in data mining tasks. Finally, we present experimental results as an early evaluation of our method.	en
heal.publisher	SPRINGER-VERLAG BERLIN	en
heal.journalName	ARTIFICIAL NEURAL NETWORKS - ICANN 2002	en
heal.bookName	LECTURE NOTES IN COMPUTER SCIENCE	en
dc.identifier.doi	10.1007/3-540-46084-5_155	en
dc.identifier.isi	ISI:000181441900155	en
dc.identifier.volume	2415	en
dc.identifier.spage	957	en
dc.identifier.epage	962	en