View source for Publications:A SOM based model combination strategy

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{{PublicationSetupTemplate|Author=Cristofer Englund, Antanas Verikas
|PID=238285
|Name=Englund, Cristofer (crieng) (0000-0002-1043-8773) (Högskolan i Halmstad (2804), Akademin för informationsteknologi (16904), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), Intelligenta system (IS-lab) (3941));Verikas, Antanas (av) (0000-0003-2185-8973) (Högskolan i Halmstad (2804), Akademin för informationsteknologi (16904), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), Intelligenta system (IS-lab) (3941))
|Title=A SOM based model combination strategy
|PublicationType=Conference Paper
|ContentType=Refereegranskat
|Language=eng
|Journal=
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|HostPublication=Advances in Neural Networks – ISNN 2005 Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part I
|Conference=Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005
|StartPage=461
|EndPage=466
|Year=2005
|Edition=
|Pages=
|City=Berlin
|Publisher=Springer Berlin/Heidelberg
|Series=Lecture Notes in Computer Science ; Volume 3496/2005
|SeriesISSN=0302-9743
|ISBN=978-3-540-25912-1
|Urls=http://www.springerlink.com
|ISRN=
|DOI=http://dx.doi.org/10.1007/11427391_73
|ISI=000230166900073
|PMID=
|ScopusId=2-s2.0-24944493745
|NBN=urn:nbn:se:hh:diva-1067
|LocalId=2082/1437
|ArchiveNumber=
|Keywords=Artificial intelligence;AI;Modeling;Adaptive method;Outlier;Model-based reasoning
|Categories=Datavetenskap (datalogi) (10201)
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|Abstract=<p>A SOM based model combination strategy, allowing to create adaptive – data dependent – committees, is proposed. Both, models included into a committee and aggregation weights are specific for each input data point analyzed. The possibility to detect outliers is one more characteristic feature of the strategy.</p>
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|CreatedDate=2007-12-28
|PublicationDate=2007-12-28
|LastUpdated=2016-02-24
|diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:238285}}
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