FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2129665406> ?p ?o ?g. }

• W2129665406 endingPage "114" @default.
• W2129665406 startingPage "107" @default.
• W2129665406 abstract "Kernel methods have gained a great deal of popularity in the machine learning community as a method to learn indirectly in high-dimensional feature spaces. Those interested in relational learning have recently begun to cast learning from structured and relational data in terms of kernel operations.We describe a general family of kernel functions built up from a description language of limited expressivity and use it to study the benefits and drawbacks of kernel learning in relational domains. Learning with kernels in this family directly models learning over an expanded feature space constructed using the same description language. This allows us to examine issues of time complexity in terms of learning with these and other relational kernels, and how these relate to generalization ability. The tradeoffs between using kernels in a very high dimensional implicit space versus a restricted feature space, is highlighted through two experiments, in bioinformatics and in natural language processing." @default.
• W2129665406 created "2016-06-24" @default.
• W2129665406 creator A5023802054 @default.
• W2129665406 creator A5063083292 @default.
• W2129665406 date "2003-08-21" @default.
• W2129665406 modified "2023-09-23" @default.
• W2129665406 title "On kernel methods for relational learning" @default.
• W2129665406 cites W10972377 @default.
• W2129665406 cites W1506152736 @default.
• W2129665406 cites W1545331097 @default.
• W2129665406 cites W1563088657 @default.
• W2129665406 cites W1576213419 @default.
• W2129665406 cites W1597379537 @default.
• W2129665406 cites W1598511582 @default.
• W2129665406 cites W1601740268 @default.
• W2129665406 cites W1774901127 @default.
• W2129665406 cites W1861597095 @default.
• W2129665406 cites W1979711143 @default.
• W2129665406 cites W1996824494 @default.
• W2129665406 cites W2059602918 @default.
• W2129665406 cites W2097839764 @default.
• W2129665406 cites W2129113961 @default.
• W2129665406 cites W2131297983 @default.
• W2129665406 cites W2154904274 @default.
• W2129665406 cites W2155925463 @default.
• W2129665406 cites W2147366477 @default.
• W2129665406 hasPublicationYear "2003" @default.
• W2129665406 type Work @default.
• W2129665406 sameAs 2129665406 @default.
• W2129665406 citedByCount "60" @default.
• W2129665406 countsByYear W21296654062012 @default.
• W2129665406 countsByYear W21296654062013 @default.
• W2129665406 countsByYear W21296654062014 @default.
• W2129665406 countsByYear W21296654062015 @default.
• W2129665406 countsByYear W21296654062016 @default.
• W2129665406 countsByYear W21296654062017 @default.
• W2129665406 countsByYear W21296654062018 @default.
• W2129665406 crossrefType "proceedings-article" @default.
• W2129665406 hasAuthorship W2129665406A5023802054 @default.
• W2129665406 hasAuthorship W2129665406A5063083292 @default.
• W2129665406 hasConcept C114614502 @default.
• W2129665406 hasConcept C119857082 @default.
• W2129665406 hasConcept C122280245 @default.
• W2129665406 hasConcept C12267149 @default.
• W2129665406 hasConcept C124101348 @default.
• W2129665406 hasConcept C134306372 @default.
• W2129665406 hasConcept C138885662 @default.
• W2129665406 hasConcept C140417398 @default.
• W2129665406 hasConcept C154945302 @default.
• W2129665406 hasConcept C15744967 @default.
• W2129665406 hasConcept C160446489 @default.
• W2129665406 hasConcept C177148314 @default.
• W2129665406 hasConcept C177877439 @default.
• W2129665406 hasConcept C2776401178 @default.
• W2129665406 hasConcept C2780586970 @default.
• W2129665406 hasConcept C33923547 @default.
• W2129665406 hasConcept C41008148 @default.
• W2129665406 hasConcept C41895202 @default.
• W2129665406 hasConcept C5655090 @default.
• W2129665406 hasConcept C74193536 @default.
• W2129665406 hasConcept C77805123 @default.
• W2129665406 hasConcept C80444323 @default.
• W2129665406 hasConcept C83665646 @default.
• W2129665406 hasConceptScore W2129665406C114614502 @default.
• W2129665406 hasConceptScore W2129665406C119857082 @default.
• W2129665406 hasConceptScore W2129665406C122280245 @default.
• W2129665406 hasConceptScore W2129665406C12267149 @default.
• W2129665406 hasConceptScore W2129665406C124101348 @default.
• W2129665406 hasConceptScore W2129665406C134306372 @default.
• W2129665406 hasConceptScore W2129665406C138885662 @default.
• W2129665406 hasConceptScore W2129665406C140417398 @default.
• W2129665406 hasConceptScore W2129665406C154945302 @default.
• W2129665406 hasConceptScore W2129665406C15744967 @default.
• W2129665406 hasConceptScore W2129665406C160446489 @default.
• W2129665406 hasConceptScore W2129665406C177148314 @default.
• W2129665406 hasConceptScore W2129665406C177877439 @default.
• W2129665406 hasConceptScore W2129665406C2776401178 @default.
• W2129665406 hasConceptScore W2129665406C2780586970 @default.
• W2129665406 hasConceptScore W2129665406C33923547 @default.
• W2129665406 hasConceptScore W2129665406C41008148 @default.
• W2129665406 hasConceptScore W2129665406C41895202 @default.
• W2129665406 hasConceptScore W2129665406C5655090 @default.
• W2129665406 hasConceptScore W2129665406C74193536 @default.
• W2129665406 hasConceptScore W2129665406C77805123 @default.
• W2129665406 hasConceptScore W2129665406C80444323 @default.
• W2129665406 hasConceptScore W2129665406C83665646 @default.
• W2129665406 hasLocation W21296654061 @default.
• W2129665406 hasOpenAccess W2129665406 @default.
• W2129665406 hasPrimaryLocation W21296654061 @default.
• W2129665406 hasRelatedWork W1480643256 @default.
• W2129665406 hasRelatedWork W1510073064 @default.
• W2129665406 hasRelatedWork W1535015163 @default.
• W2129665406 hasRelatedWork W1576213419 @default.
• W2129665406 hasRelatedWork W1576520375 @default.
• W2129665406 hasRelatedWork W1587871245 @default.
• W2129665406 hasRelatedWork W1981082061 @default.
• W2129665406 hasRelatedWork W2042313354 @default.
• W2129665406 hasRelatedWork W2050751769 @default.

• next