| 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>
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| Author
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Cristofer Englund +
, Antanas Verikas +
|
| DOI
|
http://dx.doi.org/10.1016/j.engappai.2006.07.004 +
|
| Diva
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http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:238301
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| EndPage
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400 +
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| Issue
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3 +
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| Journal
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Engineering applications of artificial intelligence +
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| PublicationType
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Journal Paper +
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| Publisher
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Pergamon Press +
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| StartPage
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391 +
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| Title
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A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process +
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| Volume
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20 +
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| Year
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2007 +
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| 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 +
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| Categories |
Publication +
|
| Modification dateThis property is a special property in this wiki.
|
30 September 2016 20:42:00 +
|
