A novel collaborative filtering model for LncRNA-disease association prediction based on the Naïve Bayesian classifier

Background Since the number of known lncRNA-disease associations verified by biological experiments is quite limited, it has been a challenging task to uncover human disease-related lncRNAs in recent years. Moreover, considering the fact that biological experiments are very expensive and time-consum...

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Bibliographic Details
Published in:	BMC bioinformatics Vol. 20; no. 1; pp. 396 - 13
Main Authors:	Yu, Jingwen, Xuan, Zhanwei, Feng, Xiang, Zou, Quan, Wang, Lei
Format:	Journal Article
Language:	English
Published:	London BioMed Central 17.07.2019 BMC
Subjects:	Algorithms Bioinformatics Biomedical and Life Sciences Computational Biology/Bioinformatics Computer Appl. in Life Sciences Item-based collaborative filtering Life Sciences lncRNA-disease associations Machine Learning and Artificial Intelligence in Bioinformatics Microarrays naïve Bayesian classifier Original tripartite network Research Article Updated tripartite network lncRNA-disease associations Item-based collaborative filtering Updated tripartite network naïve Bayesian classifier Original tripartite network
ISSN:	1471-2105, 1471-2105
Online Access:	Get full text
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