Matches in SemOpenAlex for { <https://semopenalex.org/work/W3134789722> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W3134789722 abstract "The structure of networks can be efficiently represented using motifs, which are those subgraphs that recur most frequently. One route to understanding the motif structure of a network is to study the distribution of subgraphs using statistical mechanics. In this paper, we address the use of motifs as network primitives using the cluster expansion from statistical physics. By mapping the network motifs to clusters in the gas model, we derive the partition function for a network and this allows us to calculate global thermodynamic quantities, such as energy and entropy. We present analytical expressions for the numbers of certain types of motifs, and compute their associated entropy. We conduct numerical experiments for synthetic and real-world data-sets and evaluate the qualitative and quantitative characterizations of the motif entropy derived from the partition function. We find that the motif entropy for real-world networks, such as financial stock market networks, is sensitive to the variance in network structure. This is in line with recent evidence that network motifs can be regarded as basic elements with well defined information-processing functions. Our model is capable of detecting abrupt changes or anomalies in network structure and distinguishing different types of time-dependency for different types of anomaly." @default.
- W3134789722 created "2021-03-15" @default.
- W3134789722 creator A5048523258 @default.
- W3134789722 creator A5055189079 @default.
- W3134789722 creator A5059840714 @default.
- W3134789722 creator A5063900505 @default.
- W3134789722 date "2021-03-03" @default.
- W3134789722 modified "2023-09-24" @default.
- W3134789722 title "Cluster Expansion Analysis for Dynamic Networks" @default.
- W3134789722 doi "https://doi.org/10.9734/bpi/nicst/v9/1627c" @default.
- W3134789722 hasPublicationYear "2021" @default.
- W3134789722 type Work @default.
- W3134789722 sameAs 3134789722 @default.
- W3134789722 citedByCount "0" @default.
- W3134789722 crossrefType "book-chapter" @default.
- W3134789722 hasAuthorship W3134789722A5048523258 @default.
- W3134789722 hasAuthorship W3134789722A5055189079 @default.
- W3134789722 hasAuthorship W3134789722A5059840714 @default.
- W3134789722 hasAuthorship W3134789722A5063900505 @default.
- W3134789722 hasConcept C106301342 @default.
- W3134789722 hasConcept C121332964 @default.
- W3134789722 hasConcept C121864883 @default.
- W3134789722 hasConcept C124101348 @default.
- W3134789722 hasConcept C13540734 @default.
- W3134789722 hasConcept C136764020 @default.
- W3134789722 hasConcept C31258907 @default.
- W3134789722 hasConcept C32946077 @default.
- W3134789722 hasConcept C34947359 @default.
- W3134789722 hasConcept C41008148 @default.
- W3134789722 hasConcept C60723933 @default.
- W3134789722 hasConcept C62520636 @default.
- W3134789722 hasConcept C80444323 @default.
- W3134789722 hasConceptScore W3134789722C106301342 @default.
- W3134789722 hasConceptScore W3134789722C121332964 @default.
- W3134789722 hasConceptScore W3134789722C121864883 @default.
- W3134789722 hasConceptScore W3134789722C124101348 @default.
- W3134789722 hasConceptScore W3134789722C13540734 @default.
- W3134789722 hasConceptScore W3134789722C136764020 @default.
- W3134789722 hasConceptScore W3134789722C31258907 @default.
- W3134789722 hasConceptScore W3134789722C32946077 @default.
- W3134789722 hasConceptScore W3134789722C34947359 @default.
- W3134789722 hasConceptScore W3134789722C41008148 @default.
- W3134789722 hasConceptScore W3134789722C60723933 @default.
- W3134789722 hasConceptScore W3134789722C62520636 @default.
- W3134789722 hasConceptScore W3134789722C80444323 @default.
- W3134789722 hasLocation W31347897221 @default.
- W3134789722 hasOpenAccess W3134789722 @default.
- W3134789722 hasPrimaryLocation W31347897221 @default.
- W3134789722 hasRelatedWork W11097679 @default.
- W3134789722 hasRelatedWork W11357342 @default.
- W3134789722 hasRelatedWork W11981056 @default.
- W3134789722 hasRelatedWork W12817278 @default.
- W3134789722 hasRelatedWork W13194486 @default.
- W3134789722 hasRelatedWork W13680522 @default.
- W3134789722 hasRelatedWork W3084997 @default.
- W3134789722 hasRelatedWork W4001208 @default.
- W3134789722 hasRelatedWork W506074 @default.
- W3134789722 hasRelatedWork W5616117 @default.
- W3134789722 isParatext "false" @default.
- W3134789722 isRetracted "false" @default.
- W3134789722 magId "3134789722" @default.
- W3134789722 workType "book-chapter" @default.