FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2980151446> ?p ?o ?g. }

• W2980151446 endingPage "465" @default.
• W2980151446 startingPage "445" @default.
• W2980151446 abstract "As data can be acquired in an ever-increasing number of ways, multi-view data is becoming more and more available. Considering the high price of labeling data in many machine learning applications, we focus on multi-view semi-supervised classification problem. To address this problem, in this paper, we propose a method called joint consensus and diversity for multi-view semi-supervised classification, which learns a common label matrix for all training samples and view-specific classifiers simultaneously. A novel classification loss named probabilistic square hinge loss is proposed, which avoids the incorrect penalization problem and characterizes the contribution of training samples according to its uncertainty. Power mean is introduced to incorporate the losses of different views, which contains the auto-weighted strategy as a special case and distinguishes the importance of various views. To solve the non-convex minimization problem, we prove that its solution can be obtained from another problem with introduced variables. And an efficient algorithm with proved convergence is developed for optimization. Extensive experimental results on nine datasets demonstrate the effectiveness of the proposed algorithm." @default.
• W2980151446 created "2019-10-18" @default.
• W2980151446 creator A5017247900 @default.
• W2980151446 creator A5056714859 @default.
• W2980151446 creator A5064728173 @default.
• W2980151446 creator A5091529433 @default.
• W2980151446 date "2019-10-07" @default.
• W2980151446 modified "2023-10-14" @default.
• W2980151446 title "Joint consensus and diversity for multi-view semi-supervised classification" @default.
• W2980151446 cites W1550614472 @default.
• W2980151446 cites W1566135517 @default.
• W2980151446 cites W1975196881 @default.
• W2980151446 cites W2007477772 @default.
• W2980151446 cites W2037603696 @default.
• W2980151446 cites W2044544672 @default.
• W2980151446 cites W2048679005 @default.
• W2980151446 cites W2049365101 @default.
• W2980151446 cites W2085348055 @default.
• W2980151446 cites W2089494389 @default.
• W2980151446 cites W2101456598 @default.
• W2980151446 cites W2128840666 @default.
• W2980151446 cites W2130623086 @default.
• W2980151446 cites W2139395976 @default.
• W2980151446 cites W2148029428 @default.
• W2980151446 cites W2151103935 @default.
• W2980151446 cites W2152756885 @default.
• W2980151446 cites W2158911526 @default.
• W2980151446 cites W2161969291 @default.
• W2980151446 cites W2166868131 @default.
• W2980151446 cites W2345837149 @default.
• W2980151446 cites W2544661862 @default.
• W2980151446 cites W2566720494 @default.
• W2980151446 cites W2604439903 @default.
• W2980151446 cites W2619871843 @default.
• W2980151446 cites W2620611182 @default.
• W2980151446 cites W2672266311 @default.
• W2980151446 cites W2741807795 @default.
• W2980151446 cites W2758611985 @default.
• W2980151446 cites W2774899198 @default.
• W2980151446 cites W2809506935 @default.
• W2980151446 cites W2900980272 @default.
• W2980151446 doi "https://doi.org/10.1007/s10994-019-05844-9" @default.
• W2980151446 hasPublicationYear "2019" @default.
• W2980151446 type Work @default.
• W2980151446 sameAs 2980151446 @default.
• W2980151446 citedByCount "14" @default.
• W2980151446 countsByYear W29801514462021 @default.
• W2980151446 countsByYear W29801514462022 @default.
• W2980151446 countsByYear W29801514462023 @default.
• W2980151446 crossrefType "journal-article" @default.
• W2980151446 hasAuthorship W2980151446A5017247900 @default.
• W2980151446 hasAuthorship W2980151446A5056714859 @default.
• W2980151446 hasAuthorship W2980151446A5064728173 @default.
• W2980151446 hasAuthorship W2980151446A5091529433 @default.
• W2980151446 hasBestOaLocation W29801514461 @default.
• W2980151446 hasConcept C119857082 @default.
• W2980151446 hasConcept C120665830 @default.
• W2980151446 hasConcept C121332964 @default.
• W2980151446 hasConcept C12267149 @default.
• W2980151446 hasConcept C124101348 @default.
• W2980151446 hasConcept C126255220 @default.
• W2980151446 hasConcept C147764199 @default.
• W2980151446 hasConcept C153180895 @default.
• W2980151446 hasConcept C154945302 @default.
• W2980151446 hasConcept C162324750 @default.
• W2980151446 hasConcept C192209626 @default.
• W2980151446 hasConcept C199360897 @default.
• W2980151446 hasConcept C2777303404 @default.
• W2980151446 hasConcept C33923547 @default.
• W2980151446 hasConcept C39891107 @default.
• W2980151446 hasConcept C41008148 @default.
• W2980151446 hasConcept C49937458 @default.
• W2980151446 hasConcept C50522688 @default.
• W2980151446 hasConceptScore W2980151446C119857082 @default.
• W2980151446 hasConceptScore W2980151446C120665830 @default.
• W2980151446 hasConceptScore W2980151446C121332964 @default.
• W2980151446 hasConceptScore W2980151446C12267149 @default.
• W2980151446 hasConceptScore W2980151446C124101348 @default.
• W2980151446 hasConceptScore W2980151446C126255220 @default.
• W2980151446 hasConceptScore W2980151446C147764199 @default.
• W2980151446 hasConceptScore W2980151446C153180895 @default.
• W2980151446 hasConceptScore W2980151446C154945302 @default.
• W2980151446 hasConceptScore W2980151446C162324750 @default.
• W2980151446 hasConceptScore W2980151446C192209626 @default.
• W2980151446 hasConceptScore W2980151446C199360897 @default.
• W2980151446 hasConceptScore W2980151446C2777303404 @default.
• W2980151446 hasConceptScore W2980151446C33923547 @default.
• W2980151446 hasConceptScore W2980151446C39891107 @default.
• W2980151446 hasConceptScore W2980151446C41008148 @default.
• W2980151446 hasConceptScore W2980151446C49937458 @default.
• W2980151446 hasConceptScore W2980151446C50522688 @default.
• W2980151446 hasFunder F4320321001 @default.
• W2980151446 hasFunder F4320322866 @default.
• W2980151446 hasFunder F4320335774 @default.
• W2980151446 hasIssue "3" @default.
• W2980151446 hasLocation W29801514461 @default.
• W2980151446 hasOpenAccess W2980151446 @default.
• W2980151446 hasPrimaryLocation W29801514461 @default.

• next