An Approach for Identifying Cytokines Based on a Novel Ensemble Classifier
An Approach for Identifying Cytokines Based on a Novel Ensemble Classifier
About this item
Full title
Author / Creator
Wu, Yunfeng , Liu, Bin , Guan, Xinjun , Wang, Zhen , Zou, Quan and Lin, Ziyu
Publisher
Cairo, Egypt: Hindawi Publishing Corporation
Journal title
Language
English
Formats
Publication information
Publisher
Cairo, Egypt: Hindawi Publishing Corporation
Subjects
More information
Scope and Contents
Contents
Biology is meaningful and important to identify cytokines and investigate their various functions and biochemical mechanisms. However, several issues remain, including the large scale of benchmark datasets, serious imbalance of data, and discovery of new gene families. In this paper, we employ the machine learning approach based on a novel ensemble...
Alternative Titles
Full title
An Approach for Identifying Cytokines Based on a Novel Ensemble Classifier
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_3763580
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_3763580
Other Identifiers
ISSN
2314-6133
E-ISSN
2314-6141
DOI
10.1155/2013/686090
