O. Maimon,M. Last's Knowledge Discovery and Data Mining: The Info-Fuzzy Network PDF

By O. Maimon,M. Last

ISBN-10: 0792366476

ISBN-13: 9780792366478

ISBN-10: 1441948422

ISBN-13: 9781441948427

This e-book provides a selected and unified method of wisdom Discovery and information Mining, termed IFN for info Fuzzy community method. information Mining (DM) is the technology of modelling and generalizing universal styles from huge units of multi-type facts. DM is part of KDD, that's the final approach for wisdom Discovery in Databases. The accessibility and abundance of data this present day makes this an issue of specific significance and wish. The booklet has 3 major components complemented by way of appendices in addition to software program and venture facts which are available from the book's website (http://www.eng.tau.ac.iV-maimonlifn-kdg£). half I (Chapters 1-4) starts off with the subject of KDD and DM quite often and makes connection with different works within the box, specifically these concerning the data theoretic procedure. the rest of the booklet provides our paintings, beginning with the IFN idea and algorithms. half II (Chapters 5-6) discusses the technique of program and comprises case experiences. Then partially III (Chapters 7-9) a comparative examine is gifted, concluding with a few complicated equipment and open difficulties. The IFN, being a customary method, applies to a number of fields, resembling production, finance, well-being care, drugs, assurance, and human assets. The appendices extend at the appropriate theoretical historical past and current descriptions of pattern tasks (including targeted results).

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Knowledge Discovery and Data Mining: The Info-Fuzzy Network (IFN) Methodology (Massive Computing) by O. Maimon,M. Last

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