Mislabel Detection of Finnish Publication Ranks
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.), Proceedings of ELM-2017 (pp. 240-248). Springer International Publishing. Proceedings in Adaptation, Learning and Optimization, 10. https://doi.org/10.1007/978-3-030-01520-6_22
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Proceedings in Adaptation, Learning and OptimizationDate
2019Copyright
© Springer Nature Switzerland AG 2019
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.
Publisher
Springer International PublishingParent publication ISBN
978-3-030-01519-0Conference
International Conference on Extreme Learning MachineIs part of publication
Proceedings of ELM-2017ISSN Search the Publication Forum
2363-6084Keywords
Publication in research information system
https://converis.jyu.fi/converis/portal/detail/Publication/28671046
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Except where otherwise noted, this item's license is described as In Copyright