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AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence Labeling
Deep Convolutional Neural Networks (DCNN) has shown excellent performance in a variety of machine learning tasks. This paper presents Deep Convolutional Neural Fields (DeepCNF), an integration of DCNN with Conditional Random Field (CRF), for sequence labeling with an imbalanced label distribution. T...
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| Publicado no: | Mach Learn Knowl Discov Databases |
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| Main Authors: | , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2016
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5584645/ https://ncbi.nlm.nih.gov/pubmed/28884168 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-46227-1_1 |
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