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

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

Abstract 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 ti...

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Bibliographic Details
Main Authors: Jingwen Yu, Zhanwei Xuan, Xiang Feng, Quan Zou, Lei Wang
Format: Article
Language:English
Published: BMC 2019-07-01
Series:BMC Bioinformatics
Subjects:
lncRNA-disease associations
Original tripartite network
Item-based collaborative filtering
Updated tripartite network
naïve Bayesian classifier
Online Access:http://link.springer.com/article/10.1186/s12859-019-2985-0

Internet

http://link.springer.com/article/10.1186/s12859-019-2985-0

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