Towards a logical model for patterns

Rizzi, S; Bertino, E; Catania, B; Golfarelli, M; Halkidi, M; Terrovitis, M; Vassiliadis, P; Vazirgiannis, M; Vrachnos, E

dc.contributor.author	Rizzi, S	en
dc.contributor.author	Bertino, E	en
dc.contributor.author	Catania, B	en
dc.contributor.author	Golfarelli, M	en
dc.contributor.author	Halkidi, M	en
dc.contributor.author	Terrovitis, M	en
dc.contributor.author	Vassiliadis, P	en
dc.contributor.author	Vazirgiannis, M	en
dc.contributor.author	Vrachnos, E	en
dc.date.accessioned	2014-03-01T01:19:39Z
dc.date.available	2014-03-01T01:19:39Z
dc.date.issued	2003	en
dc.identifier.issn	0302-9743	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/15640
dc.relation.uri	http://www.scopus.com/inward/record.url?eid=2-s2.0-0142219248&partnerID=40&md5=d29dd858cb1cc134c0a13f7ef8953873	en
dc.subject.classification	Computer Science, Theory & Methods	en
dc.title	Towards a logical model for patterns	en
heal.type	journalArticle	en
heal.language	English	en
heal.publicationDate	2003	en
heal.abstract	Nowadays, the vast volume of collected digital data obliges us to employ processing methods like pattern recognition and data mining in order to reduce the complexity of data management. In this paper, we present the architecture and the logical foundations for the management of the produced knowledge artifacts, which we call patterns. To this end, we first introduce the concept of Pattern-Base Management System; then, we provide the logical foundations of a general framework based on the notions of pattern types and pattern classes, which stand for the intensional and extensional description of pattern instances, respectively. The framework is general and extensible enough to cover a broad range of real-world patterns, each of which is characterized by its structure, the related underlying data, an expression that carries the semantics of the pattern, and measurements of how successful the representation of raw data is. Finally, some remarkable types of relationships between patterns are discussed. © Springer-Verlag Berlin Heidelberg 2003.	en
heal.publisher	SPRINGER-VERLAG BERLIN	en
heal.journalName	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	en
heal.bookName	LECTURE NOTES IN COMPUTER SCIENCE	en
dc.identifier.isi	ISI:000187325600009	en
dc.identifier.volume	2813	en
dc.identifier.spage	77	en
dc.identifier.epage	90	en