{"product_id":"inductive-databases-and-constraint-based-data-saso-dzeroski-9781441977373","title":"Inductive Databases and Constraint-Based Data Mining","description":"This book is about inductive databases and constraint-based data mining, emerging research topics lying at the intersection of data mining and database research. The aim of the book as to provide an overview of the state-of- the art in this novel and - citing research area. Of special interest are the recent methods for constraint-based mining of global models for prediction and clustering, the uni?cation of pattern mining approaches through constraint programming, the clari?cation of the re- tionship between mining local patterns and global models, and the proposed in- grative frameworks and approaches for inducive databases. On the application side, applications to practically relevant problems from bioinformatics are presented. Inductive databases (IDBs) represent a database view on data mining and kno- edge discovery. IDBs contain not only data, but also generalizations (patterns and models) valid in the data. In an IDB, ordinary queries can be used to access and - nipulate data, while inductive queries can be used to generate (mine), manipulate, and apply patterns and models. In the IDB framework, patterns and models become \"?rst-class citizens\" and KDD becomes an extended querying process in which both the data and the patterns\/models that hold in the data are queried.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Saso Dzeroski\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1441977376\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781441977373\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/02\/2010\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 456\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.85lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 1.06d","brand":"Saso Dzeroski","offers":[{"title":"Hardcover","offer_id":47424380076287,"sku":"9781441977373","price":109.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_b02830c3-258e-4d5f-9419-8514f67f5213.jpg?v=1761529877","url":"https:\/\/www.whiterainbookhouse.com\/products\/inductive-databases-and-constraint-based-data-saso-dzeroski-9781441977373","provider":"WR Book House","version":"1.0","type":"link"}