Ontology highlight
ABSTRACT:
SUBMITTER: Gerber S
PROVIDER: S-EPMC4643807 | biostudies-other | 2015 Aug
REPOSITORIES: biostudies-other
Science advances 20150807 7
Cluster analysis is one of the most popular data analysis tools in a wide range of applied disciplines. We propose and justify a computationally efficient and straightforward-to-implement way of imposing the available information from networks/graphs (a priori available in many application areas) on a broad family of clustering methods. The introduced approach is illustrated on the problem of a noninvasive unsupervised brain signal classification. This task is faced with several challenging diff ...[more]