Difference between revisions of "Publications:A SOM based model combination strategy"
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| − | |Name=Englund, Cristofer | + | |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 | |Title=A SOM based model combination strategy | ||
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|diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:238285}} | |diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:238285}} | ||
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Latest revision as of 21:40, 30 September 2016
| Title | A SOM based model combination strategy |
|---|---|
| Author | Cristofer Englund and Antanas Verikas |
| Year | 2005 |
| PublicationType | Conference Paper |
| Journal | |
| 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 |
| DOI | http://dx.doi.org/10.1007/11427391_73 |
| Diva url | http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:238285 |
| Abstract | 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. |
