Matches in SemOpenAlex for { <https://semopenalex.org/work/W3174397553> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W3174397553 endingPage "128" @default.
- W3174397553 startingPage "117" @default.
- W3174397553 abstract "Automated machine learning (AutoML) supports ML engineers and data scientists by automating tasks like model selection and hyperparameter optimization. A number of AutoML solutions have been developed, open-source and commercial. We propose a concept called OMA-ML (Ontology-based Meta AutoML) that combines the strengths of existing AutoML solutions by integrating them (meta AutoML). OMA-ML is based on a ML ontology that guides the meta AutoML process. It supports multiple user groups, with and without programming skills. By combining the strengths of AutoML solutions, it supports any number of ML tasks and ML libraries." @default.
- W3174397553 created "2021-07-05" @default.
- W3174397553 creator A5062733658 @default.
- W3174397553 creator A5066285524 @default.
- W3174397553 date "2021-01-01" @default.
- W3174397553 modified "2023-10-16" @default.
- W3174397553 title "An Ontology-Based Concept for Meta AutoML" @default.
- W3174397553 cites W2042037135 @default.
- W3174397553 cites W2102539288 @default.
- W3174397553 cites W2608595939 @default.
- W3174397553 cites W2783239537 @default.
- W3174397553 cites W2945339512 @default.
- W3174397553 cites W2955219525 @default.
- W3174397553 cites W2964024268 @default.
- W3174397553 cites W3123920941 @default.
- W3174397553 cites W3130347449 @default.
- W3174397553 cites W60686164 @default.
- W3174397553 doi "https://doi.org/10.1007/978-3-030-79150-6_10" @default.
- W3174397553 hasPublicationYear "2021" @default.
- W3174397553 type Work @default.
- W3174397553 sameAs 3174397553 @default.
- W3174397553 citedByCount "3" @default.
- W3174397553 countsByYear W31743975532022 @default.
- W3174397553 countsByYear W31743975532023 @default.
- W3174397553 crossrefType "book-chapter" @default.
- W3174397553 hasAuthorship W3174397553A5062733658 @default.
- W3174397553 hasAuthorship W3174397553A5066285524 @default.
- W3174397553 hasConcept C111472728 @default.
- W3174397553 hasConcept C138885662 @default.
- W3174397553 hasConcept C154945302 @default.
- W3174397553 hasConcept C199360897 @default.
- W3174397553 hasConcept C25810664 @default.
- W3174397553 hasConcept C41008148 @default.
- W3174397553 hasConcept C81917197 @default.
- W3174397553 hasConcept C8642999 @default.
- W3174397553 hasConcept C98045186 @default.
- W3174397553 hasConceptScore W3174397553C111472728 @default.
- W3174397553 hasConceptScore W3174397553C138885662 @default.
- W3174397553 hasConceptScore W3174397553C154945302 @default.
- W3174397553 hasConceptScore W3174397553C199360897 @default.
- W3174397553 hasConceptScore W3174397553C25810664 @default.
- W3174397553 hasConceptScore W3174397553C41008148 @default.
- W3174397553 hasConceptScore W3174397553C81917197 @default.
- W3174397553 hasConceptScore W3174397553C8642999 @default.
- W3174397553 hasConceptScore W3174397553C98045186 @default.
- W3174397553 hasLocation W31743975531 @default.
- W3174397553 hasLocation W31743975532 @default.
- W3174397553 hasOpenAccess W3174397553 @default.
- W3174397553 hasPrimaryLocation W31743975531 @default.
- W3174397553 hasRelatedWork W2140186469 @default.
- W3174397553 hasRelatedWork W2609418570 @default.
- W3174397553 hasRelatedWork W2775233965 @default.
- W3174397553 hasRelatedWork W3183136280 @default.
- W3174397553 hasRelatedWork W4280563792 @default.
- W3174397553 hasRelatedWork W4311551265 @default.
- W3174397553 hasRelatedWork W4318559728 @default.
- W3174397553 hasRelatedWork W4318719684 @default.
- W3174397553 hasRelatedWork W4360995913 @default.
- W3174397553 hasRelatedWork W4381707502 @default.
- W3174397553 isParatext "false" @default.
- W3174397553 isRetracted "false" @default.
- W3174397553 magId "3174397553" @default.
- W3174397553 workType "book-chapter" @default.