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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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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Mach Learn Knowl Discov Databases
Egile Nagusiak: Wang, Sheng, Sun, Siqi, Xu, Jinbo
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2016
Gaiak:
Sarrera elektronikoa: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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