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Biological network analysis with deep learning
Recent advancements in experimental high-throughput technologies have expanded the
availability and quantity of molecular data in biology. Given the importance of interactions in …
availability and quantity of molecular data in biology. Given the importance of interactions in …
A guide to conquer the biological network era using graph theory
Networks are one of the most common ways to represent biological systems as complex sets
of binary interactions or relations between different bioentities. In this article, we discuss the …
of binary interactions or relations between different bioentities. In this article, we discuss the …
Modelling transmission and control of the COVID-19 pandemic in Australia
There is a continuing debate on relative benefits of various mitigation and suppression
strategies aimed to control the spread of COVID-19. Here we report the results of agent …
strategies aimed to control the spread of COVID-19. Here we report the results of agent …
NetCoMi: network construction and comparison for microbiome data in R
Motivation Estimating microbial association networks from high-throughput sequencing data
is a common exploratory data analysis approach aiming at understanding the complex …
is a common exploratory data analysis approach aiming at understanding the complex …
Metagenomic and network analysis reveal wide distribution and co-occurrence of environmental antibiotic resistance genes
A metagenomic approach and network analysis was used to investigate the wide-spectrum
profiles of antibiotic resistance genes (ARGs) and their co-occurrence patterns in 50 …
profiles of antibiotic resistance genes (ARGs) and their co-occurrence patterns in 50 …
Adaptation, learning, and optimization over networks
AH Sayed - Foundations and Trends® in Machine Learning, 2014 - nowpublishers.com
This work deals with the topic of information processing over graphs. The presentation is
largely self-contained and covers results that relate to the analysis and design of multi-agent …
largely self-contained and covers results that relate to the analysis and design of multi-agent …
Using network analysis to explore co-occurrence patterns in soil microbial communities
Exploring large environmental datasets generated by high-throughput DNA sequencing
technologies requires new analytical approaches to move beyond the basic inventory …
technologies requires new analytical approaches to move beyond the basic inventory …
Insights into the ecology, evolution, and metabolism of the widespread Woesearchaeotal lineages
Background As a recently discovered member of the DPANN superphylum,
Woesearchaeota account for a wide diversity of 16S rRNA gene sequences, but their …
Woesearchaeota account for a wide diversity of 16S rRNA gene sequences, but their …
Community detection in graphs
S Fortunato - Physics reports, 2010 - Elsevier
The modern science of networks has brought significant advances to our understanding of
complex systems. One of the most relevant features of graphs representing real systems is …
complex systems. One of the most relevant features of graphs representing real systems is …
[หนังสือ][B] Recent advances in graph partitioning
Recent Advances in Graph Partitioning | SpringerLink Skip to main content Advertisement
Springer Nature Link Account Menu Find a journal Publish with us Track your research Search …
Springer Nature Link Account Menu Find a journal Publish with us Track your research Search …