Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386932132> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4386932132 endingPage "339" @default.
- W4386932132 startingPage "328" @default.
- W4386932132 abstract "Graph Neural Networks (GNNs) have made remarkable achievements on various graph tasks such as node classification, link prediction, and graph clustering. However, most GNNs focus on undirected graphs and limited effort has been made to handle directed graphs (digraphs) due to their uniqueness and complexity. In this article, we focus on directed graphs and propose DNFS, a Digraph Neural network model with the First-order and the Second-order similarities, which can preserve unique directional information and explore complex higher-order information in the digraphs. DNFS differentiates the in-degree and out-degree similarity matrices to carefully represent directional information of the digraphs, and it considers both the first-order and the second-order similarities to capture subtle structural information. Extensive experiments on public benchmark datasets demonstrate the effectiveness of our model compared to state-of-the-art baselines." @default.
- W4386932132 created "2023-09-22" @default.
- W4386932132 creator A5048853839 @default.
- W4386932132 creator A5054464310 @default.
- W4386932132 date "2023-01-01" @default.
- W4386932132 modified "2023-10-16" @default.
- W4386932132 title "DNFS: A Digraph Neural Network with the First-Order and the Second-Order Similarity" @default.
- W4386932132 cites W2153959628 @default.
- W4386932132 cites W2605596734 @default.
- W4386932132 cites W2948246283 @default.
- W4386932132 cites W2950278928 @default.
- W4386932132 cites W2966502719 @default.
- W4386932132 cites W3045200674 @default.
- W4386932132 cites W3083571687 @default.
- W4386932132 cites W4281290656 @default.
- W4386932132 cites W4319337763 @default.
- W4386932132 doi "https://doi.org/10.1007/978-3-031-44216-2_27" @default.
- W4386932132 hasPublicationYear "2023" @default.
- W4386932132 type Work @default.
- W4386932132 citedByCount "0" @default.
- W4386932132 crossrefType "book-chapter" @default.
- W4386932132 hasAuthorship W4386932132A5048853839 @default.
- W4386932132 hasAuthorship W4386932132A5054464310 @default.
- W4386932132 hasConcept C10138342 @default.
- W4386932132 hasConcept C103278499 @default.
- W4386932132 hasConcept C11413529 @default.
- W4386932132 hasConcept C114614502 @default.
- W4386932132 hasConcept C115961682 @default.
- W4386932132 hasConcept C120665830 @default.
- W4386932132 hasConcept C121332964 @default.
- W4386932132 hasConcept C127413603 @default.
- W4386932132 hasConcept C132525143 @default.
- W4386932132 hasConcept C13280743 @default.
- W4386932132 hasConcept C134306372 @default.
- W4386932132 hasConcept C146380142 @default.
- W4386932132 hasConcept C154945302 @default.
- W4386932132 hasConcept C162324750 @default.
- W4386932132 hasConcept C182306322 @default.
- W4386932132 hasConcept C185798385 @default.
- W4386932132 hasConcept C192209626 @default.
- W4386932132 hasConcept C205649164 @default.
- W4386932132 hasConcept C2777021972 @default.
- W4386932132 hasConcept C2779145032 @default.
- W4386932132 hasConcept C3018234147 @default.
- W4386932132 hasConcept C33923547 @default.
- W4386932132 hasConcept C41008148 @default.
- W4386932132 hasConcept C50644808 @default.
- W4386932132 hasConcept C62611344 @default.
- W4386932132 hasConcept C66938386 @default.
- W4386932132 hasConcept C80444323 @default.
- W4386932132 hasConceptScore W4386932132C10138342 @default.
- W4386932132 hasConceptScore W4386932132C103278499 @default.
- W4386932132 hasConceptScore W4386932132C11413529 @default.
- W4386932132 hasConceptScore W4386932132C114614502 @default.
- W4386932132 hasConceptScore W4386932132C115961682 @default.
- W4386932132 hasConceptScore W4386932132C120665830 @default.
- W4386932132 hasConceptScore W4386932132C121332964 @default.
- W4386932132 hasConceptScore W4386932132C127413603 @default.
- W4386932132 hasConceptScore W4386932132C132525143 @default.
- W4386932132 hasConceptScore W4386932132C13280743 @default.
- W4386932132 hasConceptScore W4386932132C134306372 @default.
- W4386932132 hasConceptScore W4386932132C146380142 @default.
- W4386932132 hasConceptScore W4386932132C154945302 @default.
- W4386932132 hasConceptScore W4386932132C162324750 @default.
- W4386932132 hasConceptScore W4386932132C182306322 @default.
- W4386932132 hasConceptScore W4386932132C185798385 @default.
- W4386932132 hasConceptScore W4386932132C192209626 @default.
- W4386932132 hasConceptScore W4386932132C205649164 @default.
- W4386932132 hasConceptScore W4386932132C2777021972 @default.
- W4386932132 hasConceptScore W4386932132C2779145032 @default.
- W4386932132 hasConceptScore W4386932132C3018234147 @default.
- W4386932132 hasConceptScore W4386932132C33923547 @default.
- W4386932132 hasConceptScore W4386932132C41008148 @default.
- W4386932132 hasConceptScore W4386932132C50644808 @default.
- W4386932132 hasConceptScore W4386932132C62611344 @default.
- W4386932132 hasConceptScore W4386932132C66938386 @default.
- W4386932132 hasConceptScore W4386932132C80444323 @default.
- W4386932132 hasLocation W43869321321 @default.
- W4386932132 hasOpenAccess W4386932132 @default.
- W4386932132 hasPrimaryLocation W43869321321 @default.
- W4386932132 hasRelatedWork W1999214321 @default.
- W4386932132 hasRelatedWork W2004947445 @default.
- W4386932132 hasRelatedWork W2071017677 @default.
- W4386932132 hasRelatedWork W2075073335 @default.
- W4386932132 hasRelatedWork W2126781761 @default.
- W4386932132 hasRelatedWork W2195002222 @default.
- W4386932132 hasRelatedWork W2950595488 @default.
- W4386932132 hasRelatedWork W3020846590 @default.
- W4386932132 hasRelatedWork W4213342718 @default.
- W4386932132 hasRelatedWork W570174078 @default.
- W4386932132 isParatext "false" @default.
- W4386932132 isRetracted "false" @default.
- W4386932132 workType "book-chapter" @default.