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Publications:A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process
Abstract <p>This paper is concerned with a SO<p>This paper is concerned with a SOM-based data mining strategy for adaptive modelling of a slowly varying process. The aim is to follow the process in a way that makes a representative up-to-date data set of a reasonable size available at any time. The technique developed allows analysis and filtering of redundant data, detection of the need to update the process models and the core-module of the system itself and creation of process models of adaptive, data-dependent complexity. Experimental investigations performed using data from a slowly varying offset lithographic printing process have shown that the tools developed can follow the process and make the necessary adaptations of the data set and the process models. A low-process modelling error has been obtained by employing data-dependent committees for modelling the process.</p>ttees for modelling the process.</p>
Author Cristofer Englund + , Antanas Verikas +
DOI http://dx.doi.org/10.1016/j.engappai.2006.07.004  +
Diva http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:238301
EndPage 400  +
Issue 3  +
Journal Engineering applications of artificial intelligence  +
PublicationType Journal Paper  +
Publisher Pergamon Press  +
StartPage 391  +
Title A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process  +
Volume 20  +
Year 2007  +
Has queryThis property is a special property in this wiki. Publications:A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process + , Publications:A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process + , Publications:A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process + , Publications:A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process + , Publications:A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process + , Publications:A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process + , Publications:A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process + , Publications:A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process + , Publications:A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process + , Publications:A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process +
Categories Publication  +
Modification dateThis property is a special property in this wiki. 30 September 2016 20:42:00  +
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