Matches in SemOpenAlex for { <https://semopenalex.org/work/W4283592761> ?p ?o ?g. }
- W4283592761 abstract "Abstract An excellent method for predicting links in multiplex networks is reflected in its ability to reconstruct them accurately. Although link prediction methods perform well on estimating the existence probability of each potential link in monoplex networks by the set of partially observed links, we lack a mathematical tool to reconstruct the multiplex network from the observed aggregate topology and partially observed links in multiplex networks. Here, we fill this gap by developing a theoretical and computational framework that builds a probability space containing possible structures with a maximum likelihood estimation. Then, we discovered that the discrimination, an indicator quantifying differences between layers from an entropy perspective, determines the reconstructability, i.e., the accuracy of such reconstruction. This finding enables us to design the optimal strategy to allocate the set of observed links in different layers for promoting the optimal reconstruction of multiplex networks. Finally, the theoretical analyses are corroborated by empirical results from biological, social, engineered systems, and a large volume of synthetic networks." @default.
- W4283592761 created "2022-06-28" @default.
- W4283592761 creator A5031928873 @default.
- W4283592761 creator A5059134356 @default.
- W4283592761 creator A5061970522 @default.
- W4283592761 creator A5068195118 @default.
- W4283592761 creator A5090303125 @default.
- W4283592761 creator A5090803963 @default.
- W4283592761 date "2022-06-27" @default.
- W4283592761 modified "2023-10-11" @default.
- W4283592761 title "Discrimination reveals reconstructability of multiplex networks from partial observations" @default.
- W4283592761 cites W1606375300 @default.
- W4283592761 cites W1618470073 @default.
- W4283592761 cites W1807089695 @default.
- W4283592761 cites W1878853999 @default.
- W4283592761 cites W1930572491 @default.
- W4283592761 cites W1968164782 @default.
- W4283592761 cites W1985690171 @default.
- W4283592761 cites W2004210302 @default.
- W4283592761 cites W2026430647 @default.
- W4283592761 cites W2028777193 @default.
- W4283592761 cites W2038224551 @default.
- W4283592761 cites W2125905177 @default.
- W4283592761 cites W2148606196 @default.
- W4283592761 cites W2149527103 @default.
- W4283592761 cites W2160938187 @default.
- W4283592761 cites W2197583351 @default.
- W4283592761 cites W2258345980 @default.
- W4283592761 cites W2260609473 @default.
- W4283592761 cites W2277170616 @default.
- W4283592761 cites W2513567506 @default.
- W4283592761 cites W2538343647 @default.
- W4283592761 cites W2583143836 @default.
- W4283592761 cites W2586769710 @default.
- W4283592761 cites W2610328900 @default.
- W4283592761 cites W2735021528 @default.
- W4283592761 cites W2766650025 @default.
- W4283592761 cites W2793764644 @default.
- W4283592761 cites W2798451262 @default.
- W4283592761 cites W2811321085 @default.
- W4283592761 cites W2907222094 @default.
- W4283592761 cites W2921396506 @default.
- W4283592761 cites W2954731284 @default.
- W4283592761 cites W2961453427 @default.
- W4283592761 cites W2982071780 @default.
- W4283592761 cites W2997391895 @default.
- W4283592761 cites W2999309192 @default.
- W4283592761 cites W3000268210 @default.
- W4283592761 cites W3010131837 @default.
- W4283592761 cites W3037826211 @default.
- W4283592761 cites W3100984977 @default.
- W4283592761 cites W3103589660 @default.
- W4283592761 cites W3105734402 @default.
- W4283592761 cites W4233082427 @default.
- W4283592761 cites W4235019172 @default.
- W4283592761 doi "https://doi.org/10.1038/s42005-022-00928-w" @default.
- W4283592761 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35789877" @default.
- W4283592761 hasPublicationYear "2022" @default.
- W4283592761 type Work @default.
- W4283592761 citedByCount "5" @default.
- W4283592761 countsByYear W42835927612022 @default.
- W4283592761 countsByYear W42835927612023 @default.
- W4283592761 crossrefType "journal-article" @default.
- W4283592761 hasAuthorship W4283592761A5031928873 @default.
- W4283592761 hasAuthorship W4283592761A5059134356 @default.
- W4283592761 hasAuthorship W4283592761A5061970522 @default.
- W4283592761 hasAuthorship W4283592761A5068195118 @default.
- W4283592761 hasAuthorship W4283592761A5090303125 @default.
- W4283592761 hasAuthorship W4283592761A5090803963 @default.
- W4283592761 hasBestOaLocation W42835927611 @default.
- W4283592761 hasConcept C106301342 @default.
- W4283592761 hasConcept C11413529 @default.
- W4283592761 hasConcept C114614502 @default.
- W4283592761 hasConcept C119857082 @default.
- W4283592761 hasConcept C121332964 @default.
- W4283592761 hasConcept C12713177 @default.
- W4283592761 hasConcept C154945302 @default.
- W4283592761 hasConcept C159985019 @default.
- W4283592761 hasConcept C177264268 @default.
- W4283592761 hasConcept C184720557 @default.
- W4283592761 hasConcept C192562407 @default.
- W4283592761 hasConcept C199360897 @default.
- W4283592761 hasConcept C199845137 @default.
- W4283592761 hasConcept C2781188995 @default.
- W4283592761 hasConcept C31258907 @default.
- W4283592761 hasConcept C33923547 @default.
- W4283592761 hasConcept C41008148 @default.
- W4283592761 hasConcept C4679612 @default.
- W4283592761 hasConcept C60644358 @default.
- W4283592761 hasConcept C62520636 @default.
- W4283592761 hasConcept C80444323 @default.
- W4283592761 hasConcept C86803240 @default.
- W4283592761 hasConcept C9679016 @default.
- W4283592761 hasConceptScore W4283592761C106301342 @default.
- W4283592761 hasConceptScore W4283592761C11413529 @default.
- W4283592761 hasConceptScore W4283592761C114614502 @default.
- W4283592761 hasConceptScore W4283592761C119857082 @default.
- W4283592761 hasConceptScore W4283592761C121332964 @default.
- W4283592761 hasConceptScore W4283592761C12713177 @default.
- W4283592761 hasConceptScore W4283592761C154945302 @default.