Genetic Transfer Learning
| dc.contributor.author | Koçer, Barış | |
| dc.contributor.author | Arslan, Ahmet | |
| dc.date.accessioned | 2020-03-26T17:48:56Z | |
| dc.date.available | 2020-03-26T17:48:56Z | |
| dc.date.issued | 2010 | |
| dc.department | Selçuk Üniversitesi | en_US |
| dc.description.abstract | Transfer learning is a method which aims to improve "related" tasks performance. Transfer learning tries to use information gained from related tasks solutions to improve performance of learning strategy. Transfer learning addresses the problem of how to utilize plenty of labeled data in a source domain to solve related but different problems in a target domain, even when the training and testing problems have different distributions or features (Pan, Kwok, & Yang, 2008). In this paper we have used transfer learning to improve performance of genetic algorithms. | en_US |
| dc.identifier.citation | Koçer, B., Arslan, A., (2010). Genetic Transfer Learning. Expert Systems with Applications, 37(10), 6997-7002. DOI:10.1016/j.eswa.2010.03.019 | |
| dc.identifier.doi | 10.1016/j.eswa.2010.03.019 | en_US |
| dc.identifier.endpage | 7002 | en_US |
| dc.identifier.issn | 0957-4174 | en_US |
| dc.identifier.issue | 10 | en_US |
| dc.identifier.scopusquality | Q1 | en_US |
| dc.identifier.startpage | 6997 | en_US |
| dc.identifier.uri | https://dx.doi.org/10.1016/j.eswa.2010.03.019 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12395/24963 | |
| dc.identifier.volume | 37 | en_US |
| dc.identifier.wos | WOS:000279408200031 | en_US |
| dc.identifier.wosquality | Q1 | en_US |
| dc.indekslendigikaynak | Web of Science | en_US |
| dc.indekslendigikaynak | Scopus | en_US |
| dc.institutionauthor | Koçer, Barış | |
| dc.institutionauthor | Arslan, Ahmet | |
| dc.language.iso | en | en_US |
| dc.publisher | PERGAMON-ELSEVIER SCIENCE LTD | en_US |
| dc.relation.ispartof | Expert Systems With Applications | en_US |
| dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.selcuk | 20240510_oaig | en_US |
| dc.subject | Transfer Learning | en_US |
| dc.subject | Genetic Algorithms | en_US |
| dc.subject | Learning to Learn | en_US |
| dc.title | Genetic Transfer Learning | en_US |
| dc.type | Article | en_US |
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