Publications:A SOM based model combination strategy
From ISLAB/CAISR
| 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. |
