04810 am 22009253u 450 991029314680332120230125182002.03-642-31830-410.1007/978-3-642-31830-6(CKB)3400000000085381(SSID)ssj0000697459(PQKBManifestationID)11481986(PQKBTitleCode)TC0000697459(PQKBWorkID)10690324(PQKB)11566111(DE-He213)978-3-642-31830-6(MiAaPQ)EBC3071053(MiAaPQ)EBC6422610(Au-PeEL)EBL6422610(OCoLC)798652496(oapen)https://directory.doabooks.org/handle/20.500.12854/32977(PPN)168320436(EXLCZ)99340000000008538120120626d2012 u| 0engurnn#008mamaatxtccrBisociative Knowledge Discovery[electronic resource] An Introduction to Concept, Algorithms, Tools, and Applications /edited by Michael R. Berthold1st ed. 2012.ChamSpringer Nature2012Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2012.1 online resource (IX, 485 p. 146 illus.)Lecture Notes in Artificial Intelligence ;7250Bibliographic Level Mode of Issuance: Monograph3-642-31829-0 Includes bibliographical references and index.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 originates from one domain.   The focus of this book, and the BISON project from which the contributions originate, 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 seeking well-defined global or local patterns, the aim was to find domain-bridging associations. These are particularly interesting if they are sparse and have not been encountered before.   The 32 contributions presented in this state-of-the-art survey, 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.  .Lecture Notes in Artificial Intelligence ;7250Artificial intelligenceData miningApplication softwareUser interfaces (Computer systems)Pattern recognitionComputer communication systemsArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040User Interfaces and Human Computer Interactionhttps://scigraph.springernature.com/ontologies/product-market-codes/I18067Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XComputer Communication Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/I13022Artificial Intelligence (incl. Robotics)Data Mining and Knowledge DiscoveryInformation Systems Applications (incl. Internet)User Interfaces and Human Computer InteractionPattern RecognitionComputer Communication NetworksArtificial intelligence.Data mining.Application software.User interfaces (Computer systems).Pattern recognition.Computer communication systems.Artificial Intelligence.Data Mining and Knowledge Discovery.Information Systems Applications (incl. Internet).User Interfaces and Human Computer Interaction.Pattern Recognition.Computer Communication Networks.006.3/12Berthold Michael Rauth133096Berthold Michael Redthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910293146803321Bisociative Knowledge Discovery3358286UNINA