Gene function prediction based on combining gene ontology hierarchy with multi-instance multi-label learning
Author:
Affiliation:
1. College of Information Science and Engineering
2. Hunan University
3. Changsha
4. China
5. School of Computer and Information Science
6. Hunan Institute of Technology
7. Hengyang
Abstract
Gene function annotation is the main challenge in the post genome era, which is an important part of the genome annotation.
Funder
National Natural Science Foundation of China
Publisher
Royal Society of Chemistry (RSC)
Subject
General Chemical Engineering,General Chemistry
Link
http://pubs.rsc.org/en/content/articlepdf/2018/RA/C8RA05122D
Reference52 articles.
1. Learning a Weighted Meta-Sample Based Parameter Free Sparse Representation Classification for Microarray Data
2. Transitive functional annotation by shortest-path analysis of gene expression data
3. Gene function prediction using labeled and unlabeled data
4. Hierarchical multi-label prediction of gene function
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