Heterogeneous Multi-Layered Network Model for Omics Data Integration and Analysis

Heterogeneous Multi-Layered Network Model for Omics Data Integration and Analysis

Advances in next-generation sequencing and high-throughput techniques have enabled the generation of vast amounts of diverse omics data. These big data provide an unprecedented opportunity in biology, but impose great challenges in data integration, data mining, and knowledge discovery due to the co...

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Bibliographic Details
Main Authors: Bohyun Lee, Shuo Zhang, Aleksandar Poleksic, Lei Xie
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-01-01
Series:Frontiers in Genetics
Subjects:
data mining and knowledge discovery
machine learning
biological data analysis
biological network
link prediction
relation inference
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2019.01381/full

Internet

https://www.frontiersin.org/article/10.3389/fgene.2019.01381/full

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