Community detection over feature-rich information networks: An eHealth case study
In this paper, we present a novel graph data model to analyze eating habits and physical
activities of a large number of persons, aiming at automatically detect groups of users …
activities of a large number of persons, aiming at automatically detect groups of users …
Community detection in social networks considering social behaviors
The study of community detection in networks has drawn great attention in recent years. To
find communities and to understand community semantics, both network topology and …
find communities and to understand community semantics, both network topology and …
[HTML][HTML] Community partitioning over feature-rich networks using an extended k-means method
S Shalileh, B Mirkin - Entropy, 2022 - mdpi.com
This paper proposes a meaningful and effective extension of the celebrated K-means
algorithm to detect communities in feature-rich networks, due to our assumption of non …
algorithm to detect communities in feature-rich networks, due to our assumption of non …
[HTML][HTML] Improved brain community structure detection by two-step weighted modularity maximization
Z Guo, X Zhao, L Yao, Z Long - Plos one, 2023 - journals.plos.org
The human brain can be regarded as a complex network with interacting connections
between brain regions. Complex brain network analyses have been widely applied to …
between brain regions. Complex brain network analyses have been widely applied to …
ABCD-HN: An Artificial Network Benchmark for Community Detection on Heterogeneous Networks
J Liu, K Guo, L Wu - … on Computer Supported Cooperative Work and …, 2023 - Springer
Community detection is essential for identifying cohesive groups in complex networks.
Artificial benchmarks are critical for evaluating community detection algorithms, offering …
Artificial benchmarks are critical for evaluating community detection algorithms, offering …
Node-attributed community detection
K Vokálová - 2023 - dspace.cuni.cz
Complex systems surround us in our everyday lives and their understanding can bring
crucial insights into many fields. These systems consist of components (also known as …
crucial insights into many fields. These systems consist of components (also known as …