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Extreme learning machines for regression based on V-matrix method

This paper studies the joint effect of V-matrix, a recently proposed framework for statistical inferences, and extreme learning machine (ELM) on regression problems. First of all, a novel algorithm is proposed to efficiently evaluate the V-matrix. Secondly, a novel weighted ELM algorithm called V-EL...

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Опубликовано в: :Cogn Neurodyn
Главные авторы: Yang, Zhiyong, Zhang, Taohong, Lu, Jingcheng, Su, Yuan, Zhang, Dezheng, Duan, Yaowu
Формат: Artigo
Язык:Inglês
Опубликовано: Springer Netherlands 2017
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC5637718/
https://ncbi.nlm.nih.gov/pubmed/29067133
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11571-017-9444-2
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