Conference paper

KOTÁSEK Petr and ZENDULKA Jaroslav. Data Cleaning Functionality in DMSL. In: Proceedings of 6th International Conference ISIM'03 Information Systems Implementation and Modelling. Ostrava, 2003, pp. 99-108. ISBN 80-85988-84-4.
Publication language:english
Original title:Data Cleaning Functionality in DMSL
Title (cs):Funkcionalita pro čištění dat v DMSL
Pages:99-108
Proceedings:Proceedings of 6th International Conference ISIM'03 Information Systems Implementation and Modelling
Conference:6th International Conference on Information Systems Implementation and Modelling
Place:Ostrava, CZ
Year:2003
ISBN:80-85988-84-4
Keywords
Knowledge discovery, data mining, data cleaning, data mining language, DMSL
Annotation
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. Some features of the language concerning data cleaning and a simple example are shown in the paper.
BibTeX:
@INPROCEEDINGS{
   author = {Petr Kot{\'{a}}sek and Jaroslav Zendulka},
   title = {Data Cleaning Functionality in DMSL},
   pages = {99--108},
   booktitle = {Proceedings of 6th International Conference ISIM'03
	Information Systems Implementation and Modelling},
   year = {2003},
   location = {Ostrava, CZ},
   ISBN = {80-85988-84-4},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=7253}
}

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