Community detection in networks: A user guide
S Fortunato, D Hric - Physics reports, 2016 - Elsevier
Community detection in networks is one of the most popular topics of modern network
science. Communities, or clusters, are usually groups of vertices having higher probability of …
science. Communities, or clusters, are usually groups of vertices having higher probability of …
Clustering and community detection in directed networks: A survey
FD Malliaros, M Vazirgiannis - Physics reports, 2013 - Elsevier
Networks (or graphs) appear as dominant structures in diverse domains, including
sociology, biology, neuroscience and computer science. In most of the aforementioned …
sociology, biology, neuroscience and computer science. In most of the aforementioned …
Political polarization of news media and influencers on Twitter in the 2016 and 2020 US presidential elections
Social media has been transforming political communication dynamics for over a decade.
Here using nearly a billion tweets, we analyse the change in Twitter's news media …
Here using nearly a billion tweets, we analyse the change in Twitter's news media …
[HTML][HTML] Clinical significance and biology of circulating tumor DNA in high-risk early-stage HER2-negative breast cancer receiving neoadjuvant chemotherapy
MJM Magbanua, LB Swigart, Z Ahmed, RW Sayaman… - Cancer cell, 2023 - cell.com
Circulating tumor DNA (ctDNA) analysis may improve early-stage breast cancer treatment
via non-invasive tumor burden assessment. To investigate subtype-specific differences in …
via non-invasive tumor burden assessment. To investigate subtype-specific differences in …
[HTML][HTML] From Louvain to Leiden: guaranteeing well-connected communities
VA Traag, L Waltman, NJ Van Eck - Scientific reports, 2019 - nature.com
Community detection is often used to understand the structure of large and complex
networks. One of the most popular algorithms for uncovering community structure is the so …
networks. One of the most popular algorithms for uncovering community structure is the so …
Maturation of the gut microbiome during the first year of life contributes to the protective farm effect on childhood asthma
Growing up on a farm is associated with an asthma-protective effect, but the mechanisms
underlying this effect are largely unknown. In the Protection against Allergy: Study in Rural …
underlying this effect are largely unknown. In the Protection against Allergy: Study in Rural …
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 …
FCAN-MOPSO: an improved fuzzy-based graph clustering algorithm for complex networks with multiobjective particle swarm optimization
L Hu, Y Yang, Z Tang, Y He… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Performing an accurate clustering analysis is of great significance for us to understand the
behavior of complex networks, and a variety of graph clustering algorithms have, thus, been …
behavior of complex networks, and a variety of graph clustering algorithms have, thus, been …
Emotion semantics show both cultural variation and universal structure
Many human languages have words for emotions such as “anger” and “fear,” yet it is not
clear whether these emotions have similar meanings across languages, or why their …
clear whether these emotions have similar meanings across languages, or why their …
The Coronavirus Health and Impact Survey (CRISIS) reveals reproducible correlates of pandemic-related mood states across the Atlantic
The COVID-19 pandemic and its social and economic consequences have had adverse
impacts on physical and mental health worldwide and exposed all segments of the …
impacts on physical and mental health worldwide and exposed all segments of the …