03519nam 22007095 450 991014391080332120200702120023.03-540-46027-610.1007/3-540-46027-6(CKB)1000000000211703(SSID)ssj0000321441(PQKBManifestationID)11227078(PQKBTitleCode)TC0000321441(PQKBWorkID)10280928(PQKB)10504543(DE-He213)978-3-540-46027-5(MiAaPQ)EBC3073365(PPN)155209949(EXLCZ)99100000000021170320121227d2002 u| 0engurnn|008mamaatxtccrAssociation Rule Mining Models and Algorithms /by Chengqi Zhang, Shichao Zhang1st ed. 2002.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2002.1 online resource (XII, 244 p.) Lecture Notes in Artificial Intelligence ;2307Bibliographic Level Mode of Issuance: Monograph3-540-43533-6 Includes bibliographical references and index.Association Rule -- Negative Association Rule -- Causality in Databases -- Causal Rule Analysis -- Association Rules in Very Large Databases -- Association Rules in Small Databases -- Conclusion and Future Work.Due to the popularity of knowledge discovery and data mining, in practice as well as among academic and corporate R&D professionals, association rule mining is receiving increasing attention. The authors present the recent progress achieved in mining quantitative association rules, causal rules, exceptional rules, negative association rules, association rules in multi-databases, and association rules in small databases. This book is written for researchers, professionals, and students working in the fields of data mining, data analysis, machine learning, knowledge discovery in databases, and anyone who is interested in association rule mining.Lecture Notes in Artificial Intelligence ;2307Artificial intelligenceDatabase managementInformation storage and retrievalAlgorithmsArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Database Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/I18024Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Artificial intelligence.Database management.Information storage and retrieval.Algorithms.Artificial Intelligence.Database Management.Information Storage and Retrieval.Algorithm Analysis and Problem Complexity.006.312Zhang Chengqiauthttp://id.loc.gov/vocabulary/relators/aut497864Zhang Shichaoauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910143910803321Association Rule Mining2119158UNINA