Bisociative Knowledge Discovery: An Introduction to Concept, Algorithms, Tools, and Applications

Berthold, Michael R.

doi:10.1007/978-3-642-31830-6

Bisociative Knowledge Discovery: An Introduction to Concept, Algorithms, Tools, and Applications

dc.creator	Berthold, Michael R.
dc.date.accessioned	2021-01-19T21:14:07Z
dc.date.available	2021-01-19T21:14:07Z
dc.date.created	2012-08-16
dc.description.abstractenglish	Modern knowledge discovery methods enable users to discover complex patterns of various types in large information repositories. However, the underlying assumption has always been that the data to which the methods are applied to originates from one domain. The focus of this book, and the BISON project from which the contributions are originating, is a network based integration of various types of data repositories and the development of new ways to analyse and explore the resulting gigantic information networks. Instead of finding well defined global or local patterns they wanted to find domain bridging associations which are, by definition, not well defined since they will be especially interesting if they are sparse and have not been encountered before. The 32 contributions presented in this state-of-the-art volume together with a detailed introduction to the book are organized in topical sections on bisociation; representation and network creation; network analysis; exploration; and applications and evaluation.	spa
dc.format.extent	491 páginas	spa
dc.format.mimetype	application/pdf	spa
dc.identifier.doi	10.1007/978-3-642-31830-6
dc.identifier.isbn	978-3-642-31829-0
dc.identifier.isbn	978-3-642-31830-6
dc.identifier.other	https://www.springer.com/gp/book/9783642318290
dc.identifier.uri	https://hdl.handle.net/20.500.12010/16758
dc.language.iso	eng	spa
dc.publisher	Springer Nature	spa
dc.rights.accessrights	info:eu-repo/semantics/openAccess	spa
dc.rights.creativecommons	https://creativecommons.org/licenses/by-nc/4.0/legalcode
dc.rights.local	Abierto (Texto Completo)	spa
dc.subject	Ingeniería civil y general	spa
dc.subject.lemb	Redes de comunicación por computadora	spa
dc.subject.lemb	Inteligencia artificial -- Robótica	spa
dc.subject.lemb	Minería de datos	spa
dc.title	Bisociative Knowledge Discovery: An Introduction to Concept, Algorithms, Tools, and Applications	spa
dc.type.coar	http://purl.org/coar/resource_type/c_2f33	spa

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Facultad de Ciencias Naturales e Ingeniería