FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2602480929> ?p ?o ?g. }

• W2602480929 endingPage "1507" @default.
• W2602480929 startingPage "1494" @default.
• W2602480929 abstract "Transfer learning techniques have been broadly applied in applications where labeled data in a target domain are difficult to obtain while a lot of labeled data are available in related source domains. In practice, there can be multiple source domains that are related to the target domain, and how to combine them is still an open problem. In this paper, we seek to leverage labeled data from multiple source domains to enhance classification performance in a target domain where the target data are received in an online fashion. This problem is known as the online transfer learning problem. To achieve this, we propose novel online transfer learning paradigms in which the source and target domains are leveraged adaptively. We consider two different problem settings: homogeneous transfer learning and heterogeneous transfer learning. The proposed methods work in an online manner, where the weights of the source domains are adjusted dynamically. We provide the mistake bounds of the proposed methods and perform comprehensive experiments on real-world data sets to demonstrate the effectiveness of the proposed algorithms." @default.
• W2602480929 created "2017-04-07" @default.
• W2602480929 creator A5004957076 @default.
• W2602480929 creator A5017102724 @default.
• W2602480929 creator A5023130798 @default.
• W2602480929 creator A5032352025 @default.
• W2602480929 creator A5060956246 @default.
• W2602480929 creator A5080646275 @default.
• W2602480929 creator A5089907983 @default.
• W2602480929 date "2017-07-01" @default.
• W2602480929 modified "2023-10-18" @default.
• W2602480929 title "Online Transfer Learning with Multiple Homogeneous or Heterogeneous Sources" @default.
• W2602480929 cites W1527369603 @default.
• W2602480929 cites W1540155273 @default.
• W2602480929 cites W1709057194 @default.
• W2602480929 cites W180210362 @default.
• W2602480929 cites W1909286886 @default.
• W2602480929 cites W1972025477 @default.
• W2602480929 cites W1985697265 @default.
• W2602480929 cites W1994576156 @default.
• W2602480929 cites W2002917851 @default.
• W2602480929 cites W2005650084 @default.
• W2602480929 cites W2005811099 @default.
• W2602480929 cites W2040870580 @default.
• W2602480929 cites W2057408422 @default.
• W2602480929 cites W2075728230 @default.
• W2602480929 cites W2100664256 @default.
• W2602480929 cites W2109553965 @default.
• W2602480929 cites W2110518760 @default.
• W2602480929 cites W2120149881 @default.
• W2602480929 cites W2122537498 @default.
• W2602480929 cites W2165698076 @default.
• W2602480929 cites W2170944079 @default.
• W2602480929 cites W4256490426 @default.
• W2602480929 doi "https://doi.org/10.1109/tkde.2017.2685597" @default.
• W2602480929 hasPublicationYear "2017" @default.
• W2602480929 type Work @default.
• W2602480929 sameAs 2602480929 @default.
• W2602480929 citedByCount "85" @default.
• W2602480929 countsByYear W26024809292017 @default.
• W2602480929 countsByYear W26024809292018 @default.
• W2602480929 countsByYear W26024809292019 @default.
• W2602480929 countsByYear W26024809292020 @default.
• W2602480929 countsByYear W26024809292021 @default.
• W2602480929 countsByYear W26024809292022 @default.
• W2602480929 countsByYear W26024809292023 @default.
• W2602480929 crossrefType "journal-article" @default.
• W2602480929 hasAuthorship W2602480929A5004957076 @default.
• W2602480929 hasAuthorship W2602480929A5017102724 @default.
• W2602480929 hasAuthorship W2602480929A5023130798 @default.
• W2602480929 hasAuthorship W2602480929A5032352025 @default.
• W2602480929 hasAuthorship W2602480929A5060956246 @default.
• W2602480929 hasAuthorship W2602480929A5080646275 @default.
• W2602480929 hasAuthorship W2602480929A5089907983 @default.
• W2602480929 hasConcept C119857082 @default.
• W2602480929 hasConcept C121332964 @default.
• W2602480929 hasConcept C124101348 @default.
• W2602480929 hasConcept C134306372 @default.
• W2602480929 hasConcept C136764020 @default.
• W2602480929 hasConcept C150899416 @default.
• W2602480929 hasConcept C153083717 @default.
• W2602480929 hasConcept C154945302 @default.
• W2602480929 hasConcept C17744445 @default.
• W2602480929 hasConcept C199539241 @default.
• W2602480929 hasConcept C2776145971 @default.
• W2602480929 hasConcept C2777179996 @default.
• W2602480929 hasConcept C2986087404 @default.
• W2602480929 hasConcept C33923547 @default.
• W2602480929 hasConcept C36503486 @default.
• W2602480929 hasConcept C41008148 @default.
• W2602480929 hasConcept C58973888 @default.
• W2602480929 hasConcept C66882249 @default.
• W2602480929 hasConcept C97355855 @default.
• W2602480929 hasConceptScore W2602480929C119857082 @default.
• W2602480929 hasConceptScore W2602480929C121332964 @default.
• W2602480929 hasConceptScore W2602480929C124101348 @default.
• W2602480929 hasConceptScore W2602480929C134306372 @default.
• W2602480929 hasConceptScore W2602480929C136764020 @default.
• W2602480929 hasConceptScore W2602480929C150899416 @default.
• W2602480929 hasConceptScore W2602480929C153083717 @default.
• W2602480929 hasConceptScore W2602480929C154945302 @default.
• W2602480929 hasConceptScore W2602480929C17744445 @default.
• W2602480929 hasConceptScore W2602480929C199539241 @default.
• W2602480929 hasConceptScore W2602480929C2776145971 @default.
• W2602480929 hasConceptScore W2602480929C2777179996 @default.
• W2602480929 hasConceptScore W2602480929C2986087404 @default.
• W2602480929 hasConceptScore W2602480929C33923547 @default.
• W2602480929 hasConceptScore W2602480929C36503486 @default.
• W2602480929 hasConceptScore W2602480929C41008148 @default.
• W2602480929 hasConceptScore W2602480929C58973888 @default.
• W2602480929 hasConceptScore W2602480929C66882249 @default.
• W2602480929 hasConceptScore W2602480929C97355855 @default.
• W2602480929 hasFunder F4320321001 @default.
• W2602480929 hasIssue "7" @default.
• W2602480929 hasLocation W26024809291 @default.
• W2602480929 hasOpenAccess W2602480929 @default.
• W2602480929 hasPrimaryLocation W26024809291 @default.
• W2602480929 hasRelatedWork W2576964996 @default.

• next