Matches in SemOpenAlex for { <https://semopenalex.org/work/W2607582373> ?p ?o ?g. }
- W2607582373 endingPage "16" @default.
- W2607582373 startingPage "4" @default.
- W2607582373 abstract "Kernels for structured domains are widely adopted in real-world applications that involve learning on structured data. In this context many kernels have been proposed in literature, but no theoretical comparison among them is present. In this paper we provide different formal definitions of expressiveness of a kernel by exploiting the most recent results in the field of Statistical Learning Theory, and analyze the differences among some state-of-the-art graph kernels. Results on real world datasets confirm some known properties of graph kernels, showing that Statistical Learning Theory is indeed a powerful and practical tool able to perform this analysis." @default.
- W2607582373 created "2017-05-05" @default.
- W2607582373 creator A5036243123 @default.
- W2607582373 creator A5036611143 @default.
- W2607582373 creator A5045802198 @default.
- W2607582373 creator A5056775618 @default.
- W2607582373 creator A5064873591 @default.
- W2607582373 creator A5088959189 @default.
- W2607582373 date "2017-12-01" @default.
- W2607582373 modified "2023-10-13" @default.
- W2607582373 title "Measuring the expressivity of graph kernels through Statistical Learning Theory" @default.
- W2607582373 cites W1555759181 @default.
- W2607582373 cites W1976683819 @default.
- W2607582373 cites W1999376700 @default.
- W2607582373 cites W2006151125 @default.
- W2607582373 cites W2009784682 @default.
- W2607582373 cites W2033559768 @default.
- W2607582373 cites W2047027784 @default.
- W2607582373 cites W2056562706 @default.
- W2607582373 cites W2060166505 @default.
- W2607582373 cites W2082233060 @default.
- W2607582373 cites W2087258353 @default.
- W2607582373 cites W2089880431 @default.
- W2607582373 cites W2092317945 @default.
- W2607582373 cites W2092750499 @default.
- W2607582373 cites W2097931325 @default.
- W2607582373 cites W2100116519 @default.
- W2607582373 cites W2120875792 @default.
- W2607582373 cites W2129538346 @default.
- W2607582373 cites W2135606128 @default.
- W2607582373 cites W2137207609 @default.
- W2607582373 cites W2162341153 @default.
- W2607582373 cites W2210716609 @default.
- W2607582373 cites W2215622313 @default.
- W2607582373 cites W2232548815 @default.
- W2607582373 cites W2308475654 @default.
- W2607582373 cites W2498765815 @default.
- W2607582373 cites W3100743579 @default.
- W2607582373 cites W3101749733 @default.
- W2607582373 cites W3105849782 @default.
- W2607582373 cites W3144386677 @default.
- W2607582373 cites W4233413206 @default.
- W2607582373 cites W4243551976 @default.
- W2607582373 cites W4376848346 @default.
- W2607582373 doi "https://doi.org/10.1016/j.neucom.2017.02.088" @default.
- W2607582373 hasPublicationYear "2017" @default.
- W2607582373 type Work @default.
- W2607582373 sameAs 2607582373 @default.
- W2607582373 citedByCount "13" @default.
- W2607582373 countsByYear W26075823732017 @default.
- W2607582373 countsByYear W26075823732019 @default.
- W2607582373 countsByYear W26075823732020 @default.
- W2607582373 countsByYear W26075823732021 @default.
- W2607582373 countsByYear W26075823732023 @default.
- W2607582373 crossrefType "journal-article" @default.
- W2607582373 hasAuthorship W2607582373A5036243123 @default.
- W2607582373 hasAuthorship W2607582373A5036611143 @default.
- W2607582373 hasAuthorship W2607582373A5045802198 @default.
- W2607582373 hasAuthorship W2607582373A5056775618 @default.
- W2607582373 hasAuthorship W2607582373A5064873591 @default.
- W2607582373 hasAuthorship W2607582373A5088959189 @default.
- W2607582373 hasConcept C118615104 @default.
- W2607582373 hasConcept C119857082 @default.
- W2607582373 hasConcept C12267149 @default.
- W2607582373 hasConcept C132525143 @default.
- W2607582373 hasConcept C154945302 @default.
- W2607582373 hasConcept C2779915298 @default.
- W2607582373 hasConcept C2982736386 @default.
- W2607582373 hasConcept C33923547 @default.
- W2607582373 hasConcept C41008148 @default.
- W2607582373 hasConcept C74193536 @default.
- W2607582373 hasConcept C80444323 @default.
- W2607582373 hasConceptScore W2607582373C118615104 @default.
- W2607582373 hasConceptScore W2607582373C119857082 @default.
- W2607582373 hasConceptScore W2607582373C12267149 @default.
- W2607582373 hasConceptScore W2607582373C132525143 @default.
- W2607582373 hasConceptScore W2607582373C154945302 @default.
- W2607582373 hasConceptScore W2607582373C2779915298 @default.
- W2607582373 hasConceptScore W2607582373C2982736386 @default.
- W2607582373 hasConceptScore W2607582373C33923547 @default.
- W2607582373 hasConceptScore W2607582373C41008148 @default.
- W2607582373 hasConceptScore W2607582373C74193536 @default.
- W2607582373 hasConceptScore W2607582373C80444323 @default.
- W2607582373 hasLocation W26075823731 @default.
- W2607582373 hasOpenAccess W2607582373 @default.
- W2607582373 hasPrimaryLocation W26075823731 @default.
- W2607582373 hasRelatedWork W1543972876 @default.
- W2607582373 hasRelatedWork W1985466019 @default.
- W2607582373 hasRelatedWork W2121524395 @default.
- W2607582373 hasRelatedWork W2163154558 @default.
- W2607582373 hasRelatedWork W2349452475 @default.
- W2607582373 hasRelatedWork W2359149187 @default.
- W2607582373 hasRelatedWork W2961085424 @default.
- W2607582373 hasRelatedWork W4286629047 @default.
- W2607582373 hasRelatedWork W4306674287 @default.
- W2607582373 hasRelatedWork W4224009465 @default.
- W2607582373 hasVolume "268" @default.
- W2607582373 isParatext "false" @default.