Data Cleaning Functionality in DMSL

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F03%3APU42587" target="_blank" >RIV/00216305:26230/03:PU42587 - 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

Data Cleaning Functionality in DMSL

Original language description

<p align=left>Probably the most crucial step in the knowledge discovery in databases (KDD) process is data preparation because valuable knowledge can be obtained only from data that exposes its semantic content in the right way. Data cleaning is one of activities done during this step. But it does not receive much attention among the data mining community, including support in data mining languages. The Data Mining Specification Language (DMSL) presented in the paper aims to contribute to this topic. Soome features of the language concerning data cleaning and a simple example are shown in the paper.

Czech name

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Czech description

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Type

D - Article in proceedings

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

2003

Confidentiality

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

Article name in the collection

Proceedings of 6th International Conference ISIM'03 Information Systems Implementation and Modelling

ISBN

80-85988-84-4

ISSN

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e-ISSN

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Number of pages

10

Pages from-to

99-108

Publisher name

NEUVEDEN

Place of publication

Ostrava

Event location

Brno

Event date

Apr 28, 2003

Type of event by nationality

EUR - Evropská akce

UT code for WoS article

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