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Biological network inference

Biological network inference is the process of making inferences and predictions about biological networks.
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Related topics

Related topics

14 relations
AlgorithmBayesian networkBiological networkBoolean network

Broader (2)

BioinformaticsSystems biology

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
PCM: A Pairwise Correlation Mining Package for Biological Network Inference
One fundamental task in molecular biology is to understand the dependency among genes or proteins to model biological networks… 
2018
2018
a Transfer learning approach and Selective Integration of Multiple Types of assays for Biological Network Inference
Inferring the relationship among proteins is a central issue of computational biology and a diversity of biological assays are… 
2017
2017
New challenges for (biological) network inference with sparse Gaussian graphical models
Network inference methods based upon sparse Gaussian Graphical Models (GGM) have recently emerged as a promising exploratory tool… 
2015
2015
Convex Risk Minimization to Infer Networks from probabilistic diffusion data at multiple scales
SEIR (Susceptible-Exposed-Infected-Recovered) is a general and widely-used diffusion model that can model the diffusion in… 
2014
2014
Integration of DNA Methylation, Copy Number Variation, and Gene Expression for Gene Regulatory Network Inference and Application to Psychiatric Disorders
Biological network inference is a crucial problem to solve in Bioinformatics as most of biological process are based on bio… 
Review
2012
Review
2012
The Present and the Future Perspectives of Biological Network Inference
Biological network inference is based on a series of studies and computational approaches to the deduction of the connectivity of… 
2011
2011
Model Identification Using Correlation-Based Inference and Transfer Entropy Estimation
Biological network inference makes use of mathematical methods to deduce the topology of networks of biochemical interactions… 
2007
2007
Biological Network Inference Using Redundancy Analysis
The paper presents MRNet, an original method for inferring genetic networks from microarray data. This method is based on Maximum… 
2007
2007
SEBINI-CABIN: An Analysis Pipeline for Biological Network Inference, with a Case Study in Protein-Protein Interaction Network Reconstruction
The Software Environment for Biological Network Inference (SEBINI) has been created to provide an interactive environment for the… 
2004
2004
Selective Integration of Multiple Genomic Data for Biological Network Inference
In the field of computational biology, recently there has been a surge of interest in biological networks such as protein… 
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