Data preparation

by

Data preparation

Andrzej Kochański

Instytut Technik Wytwarzania, Politechnika Warszawska.

DOI:

https://doi.org/10.7494/cmms.2010.1.0273

Abstract:

The paper presents the current state of the art in the area of data preparation. It proposes a complete methodology for industrial data preparation, as well as a nomenclature connected with the proposed methodology. The reasons behind the need to develop a new methodology are explained. The relevant notions, such as process, stage, task, operation, technique or method, are defined. The paper contains a diagrammatic representation of the proposed methodology.

Cite as:

Kochański, A., (2010). Data preparation. Computer Methods in Materials Science, 10(1), 25 – 29. https://doi.org/10.7494/cmms.2010.1.0273

Article (PDF):

Keywords:

Data mining, Data preparation, Taxonomy, Data cleaning, Data integration, Data transformation, Data reduction

References: