Mislabel Detection of Finnish Publication Ranks
| dc.contributor.author | Akusok, Anton | |
| dc.contributor.author | Saarela, Mirka | |
| dc.contributor.author | Kärkkäinen, Tommi | |
| dc.contributor.author | Björk, Kaj-Mikael | |
| dc.contributor.author | Lendasse, Amaury | |
| dc.contributor.editor | Cao, Jiuwen | |
| dc.contributor.editor | Vong, Chi Man | |
| dc.contributor.editor | Miche, Yoan | |
| dc.contributor.editor | Lendasse, Amaury | |
| dc.date.accessioned | 2018-10-30T11:35:18Z | |
| dc.date.available | 2019-10-20T21:35:37Z | |
| dc.date.issued | 2019 | |
| dc.identifier.citation | Akusok, A., Saarela, M., Kärkkäinen, T., Björk, K.-M., & Lendasse, A. (2019). Mislabel Detection of Finnish Publication Ranks. In J. Cao, C. M. Vong, Y. Miche, & A. Lendasse (Eds.), <i>Proceedings of ELM-2017</i> (pp. 240-248). Springer International Publishing. Proceedings in Adaptation, Learning and Optimization, 10. <a href="https://doi.org/10.1007/978-3-030-01520-6_22" target="_blank">https://doi.org/10.1007/978-3-030-01520-6_22</a> | |
| dc.identifier.other | CONVID_28671046 | |
| dc.identifier.other | TUTKAID_79209 | |
| dc.identifier.uri | https://jyx.jyu.fi/handle/123456789/60034 | |
| dc.description.abstract | The paper proposes to analyze a data set of Finnish ranks of academic publication channels with Extreme Learning Machine (ELM). The purpose is to introduce and test recently proposed ELM-based mislabel detection approach with a rich set of features characterizing a publication channel. We will compare the architecture, accuracy, and, especially, the set of detected mislabels of the ELM-based approach to the corresponding reference results in. | fi |
| dc.format.extent | 340 | |
| dc.format.mimetype | application/pdf | |
| dc.language.iso | eng | |
| dc.publisher | Springer International Publishing | |
| dc.relation.ispartof | Proceedings of ELM-2017 | |
| dc.relation.ispartofseries | Proceedings in Adaptation, Learning and Optimization | |
| dc.rights | In Copyright | |
| dc.subject.other | julkaisukanavat | |
| dc.subject.other | mislabel detection | |
| dc.subject.other | publication channels | |
| dc.subject.other | rankings | |
| dc.subject.other | Extreme Learning Machine (ELM) | |
| dc.title | Mislabel Detection of Finnish Publication Ranks | |
| dc.type | conferenceObject | |
| dc.identifier.urn | URN:NBN:fi:jyu-201810234499 | |
| dc.contributor.laitos | Informaatioteknologian tiedekunta | fi |
| dc.contributor.laitos | Faculty of Information Technology | en |
| dc.contributor.oppiaine | Tietotekniikka | fi |
| dc.contributor.oppiaine | Mathematical Information Technology | en |
| dc.type.uri | http://purl.org/eprint/type/ConferencePaper | |
| dc.date.updated | 2018-10-23T12:15:29Z | |
| dc.relation.isbn | 978-3-030-01519-0 | |
| dc.type.coar | http://purl.org/coar/resource_type/c_5794 | |
| dc.description.reviewstatus | peerReviewed | |
| dc.format.pagerange | 240-248 | |
| dc.relation.issn | 2363-6084 | |
| dc.relation.numberinseries | 10 | |
| dc.type.version | acceptedVersion | |
| dc.rights.copyright | © Springer Nature Switzerland AG 2019 | |
| dc.rights.accesslevel | openAccess | fi |
| dc.relation.conference | International Conference on Extreme Learning Machine | |
| dc.subject.yso | tieteellinen julkaisutoiminta | |
| dc.subject.yso | rankinglistat | |
| dc.subject.yso | data | |
| dc.subject.yso | arviointi | |
| dc.subject.yso | virheanalyysi | |
| dc.subject.yso | koneoppiminen | |
| dc.format.content | fulltext | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p10480 | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p23526 | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p27250 | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p7413 | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p9865 | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p21846 | |
| dc.rights.url | http://rightsstatements.org/page/InC/1.0/?language=en | |
| dc.relation.doi | 10.1007/978-3-030-01520-6_22 | |
| dc.type.okm | A4 |
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