Distance-Based Methods for Association Rules Mining

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F08%3APU80201" target="_blank" >RIV/00216305:26230/08:PU80201 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Distance-Based Methods for Association Rules Mining

Original language description

This chapter deals with the problem of association rule mining in relational tables. Discretization of quantitative attributes is a crucial step of this process. Existing discretization methods are summarized in the first part of the chapter. Then, a method called Average Distance Based Method, which was developed by the authors, is described in detail. The basic idea of the new method is to separate processing of categorical and quantitative attributes. A new measure called average distance is used during the discretization process.

Czech name

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Czech description

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Type

C - Chapter in a specialist book

CEP classification

JC - Computer hardware and software

OECD FORD branch

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Project

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Continuities

Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2008

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Book/collection name

Encyclopedia of Data Warehousing and Mining

ISBN

978-1-60566-010-3

Number of pages of the result

6

Pages from-to

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Number of pages of the book

2542

Publisher name

IGI Global

Place of publication

Hershey, New York

UT code for WoS chapter

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