Matches in SemOpenAlex for { <https://semopenalex.org/work/W2891771806> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2891771806 endingPage "3974" @default.
- W2891771806 startingPage "3964" @default.
- W2891771806 abstract "Graph-structured data arise in wide applications, such as computer vision, bioinformatics, and social networks. Quantifying similarities among graphs is a fundamental problem. In this paper, we develop a framework for computing graph kernels, based on return probabilities of random walks. The advantages of our proposed kernels are that they can effectively exploit various node attributes, while being scalable to large datasets. We conduct extensive graph classification experiments to evaluate our graph kernels. The experimental results show that our graph kernels significantly outperform other state-of-the-art approaches in both accuracy and computational efficiency." @default.
- W2891771806 created "2018-09-27" @default.
- W2891771806 creator A5005434515 @default.
- W2891771806 creator A5015296900 @default.
- W2891771806 creator A5031212309 @default.
- W2891771806 creator A5080933618 @default.
- W2891771806 creator A5090226143 @default.
- W2891771806 date "2018-09-07" @default.
- W2891771806 modified "2023-09-24" @default.
- W2891771806 title "RetGK: Graph Kernels based on Return Probabilities of Random Walks" @default.
- W2891771806 hasPublicationYear "2018" @default.
- W2891771806 type Work @default.
- W2891771806 sameAs 2891771806 @default.
- W2891771806 citedByCount "29" @default.
- W2891771806 countsByYear W28917718062018 @default.
- W2891771806 countsByYear W28917718062019 @default.
- W2891771806 countsByYear W28917718062020 @default.
- W2891771806 countsByYear W28917718062021 @default.
- W2891771806 crossrefType "proceedings-article" @default.
- W2891771806 hasAuthorship W2891771806A5005434515 @default.
- W2891771806 hasAuthorship W2891771806A5015296900 @default.
- W2891771806 hasAuthorship W2891771806A5031212309 @default.
- W2891771806 hasAuthorship W2891771806A5080933618 @default.
- W2891771806 hasAuthorship W2891771806A5090226143 @default.
- W2891771806 hasConcept C105795698 @default.
- W2891771806 hasConcept C121194460 @default.
- W2891771806 hasConcept C132525143 @default.
- W2891771806 hasConcept C165696696 @default.
- W2891771806 hasConcept C203776342 @default.
- W2891771806 hasConcept C22149727 @default.
- W2891771806 hasConcept C30609935 @default.
- W2891771806 hasConcept C33923547 @default.
- W2891771806 hasConcept C38652104 @default.
- W2891771806 hasConcept C41008148 @default.
- W2891771806 hasConcept C48044578 @default.
- W2891771806 hasConcept C77088390 @default.
- W2891771806 hasConcept C80444323 @default.
- W2891771806 hasConceptScore W2891771806C105795698 @default.
- W2891771806 hasConceptScore W2891771806C121194460 @default.
- W2891771806 hasConceptScore W2891771806C132525143 @default.
- W2891771806 hasConceptScore W2891771806C165696696 @default.
- W2891771806 hasConceptScore W2891771806C203776342 @default.
- W2891771806 hasConceptScore W2891771806C22149727 @default.
- W2891771806 hasConceptScore W2891771806C30609935 @default.
- W2891771806 hasConceptScore W2891771806C33923547 @default.
- W2891771806 hasConceptScore W2891771806C38652104 @default.
- W2891771806 hasConceptScore W2891771806C41008148 @default.
- W2891771806 hasConceptScore W2891771806C48044578 @default.
- W2891771806 hasConceptScore W2891771806C77088390 @default.
- W2891771806 hasConceptScore W2891771806C80444323 @default.
- W2891771806 hasLocation W28917718061 @default.
- W2891771806 hasOpenAccess W2891771806 @default.
- W2891771806 hasPrimaryLocation W28917718061 @default.
- W2891771806 hasRelatedWork W1482568066 @default.
- W2891771806 hasRelatedWork W1576213419 @default.
- W2891771806 hasRelatedWork W1816257748 @default.
- W2891771806 hasRelatedWork W2008857988 @default.
- W2891771806 hasRelatedWork W2099438806 @default.
- W2891771806 hasRelatedWork W2124824205 @default.
- W2891771806 hasRelatedWork W2142498761 @default.
- W2891771806 hasRelatedWork W2147286743 @default.
- W2891771806 hasRelatedWork W2159156271 @default.
- W2891771806 hasRelatedWork W2604795503 @default.
- W2891771806 hasRelatedWork W2750821778 @default.
- W2891771806 hasRelatedWork W2788919350 @default.
- W2891771806 hasRelatedWork W2911738047 @default.
- W2891771806 hasRelatedWork W2952419077 @default.
- W2891771806 hasRelatedWork W2962711740 @default.
- W2891771806 hasRelatedWork W2962767366 @default.
- W2891771806 hasRelatedWork W2962810718 @default.
- W2891771806 hasRelatedWork W2962911247 @default.
- W2891771806 hasRelatedWork W2963693932 @default.
- W2891771806 hasRelatedWork W2964145825 @default.
- W2891771806 hasVolume "31" @default.
- W2891771806 isParatext "false" @default.
- W2891771806 isRetracted "false" @default.
- W2891771806 magId "2891771806" @default.
- W2891771806 workType "article" @default.