Matches in SemOpenAlex for { <https://semopenalex.org/work/W2031839470> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2031839470 abstract "Locally adaptive classifiers are usually superior to the use of a single global classifier. However, there are two major problems in designing locally adaptive classifiers. First, how to place the local classifiers, and, second, how to combine them together. In this paper, instead of placing the classifiers based on the data distribution only, we propose a responsibility mixture model that uses the uncertainty associated with the classification at each training sample. Using this model, the local classifiers are placed near the decision boundary where they are most effective. A set of local classifiers are then learned to form a global classifier by maximizing an estimate of the probability that the samples will be correctly classified with a nearest neighbor classifier. Experimental results on both artificial and real-world data sets demonstrate its superiority over traditional algorithms." @default.
- W2031839470 created "2016-06-24" @default.
- W2031839470 creator A5035737339 @default.
- W2031839470 creator A5036257681 @default.
- W2031839470 creator A5039765869 @default.
- W2031839470 creator A5070273088 @default.
- W2031839470 date "2006-01-01" @default.
- W2031839470 modified "2023-09-22" @default.
- W2031839470 title "Locally adaptive classification piloted by uncertainty" @default.
- W2031839470 cites W130710483 @default.
- W2031839470 cites W1486632395 @default.
- W2031839470 cites W164484921 @default.
- W2031839470 cites W1662191912 @default.
- W2031839470 cites W1985093013 @default.
- W2031839470 cites W2006793117 @default.
- W2031839470 cites W2053186076 @default.
- W2031839470 cites W2055630372 @default.
- W2031839470 cites W2073849744 @default.
- W2031839470 cites W2121647436 @default.
- W2031839470 cites W2124351082 @default.
- W2031839470 cites W2134262590 @default.
- W2031839470 cites W2138451337 @default.
- W2031839470 cites W2144935315 @default.
- W2031839470 cites W2151239833 @default.
- W2031839470 cites W2151391352 @default.
- W2031839470 cites W2155759509 @default.
- W2031839470 cites W2163999590 @default.
- W2031839470 cites W2912719889 @default.
- W2031839470 doi "https://doi.org/10.1145/1143844.1143873" @default.
- W2031839470 hasPublicationYear "2006" @default.
- W2031839470 type Work @default.
- W2031839470 sameAs 2031839470 @default.
- W2031839470 citedByCount "16" @default.
- W2031839470 countsByYear W20318394702012 @default.
- W2031839470 countsByYear W20318394702013 @default.
- W2031839470 countsByYear W20318394702015 @default.
- W2031839470 countsByYear W20318394702016 @default.
- W2031839470 countsByYear W20318394702019 @default.
- W2031839470 crossrefType "proceedings-article" @default.
- W2031839470 hasAuthorship W2031839470A5035737339 @default.
- W2031839470 hasAuthorship W2031839470A5036257681 @default.
- W2031839470 hasAuthorship W2031839470A5039765869 @default.
- W2031839470 hasAuthorship W2031839470A5070273088 @default.
- W2031839470 hasConcept C105795698 @default.
- W2031839470 hasConcept C106135958 @default.
- W2031839470 hasConcept C113238511 @default.
- W2031839470 hasConcept C119857082 @default.
- W2031839470 hasConcept C124101348 @default.
- W2031839470 hasConcept C139532973 @default.
- W2031839470 hasConcept C149441793 @default.
- W2031839470 hasConcept C153180895 @default.
- W2031839470 hasConcept C154945302 @default.
- W2031839470 hasConcept C2522767166 @default.
- W2031839470 hasConcept C3020493868 @default.
- W2031839470 hasConcept C33923547 @default.
- W2031839470 hasConcept C41008148 @default.
- W2031839470 hasConcept C42023084 @default.
- W2031839470 hasConcept C51632099 @default.
- W2031839470 hasConcept C95623464 @default.
- W2031839470 hasConceptScore W2031839470C105795698 @default.
- W2031839470 hasConceptScore W2031839470C106135958 @default.
- W2031839470 hasConceptScore W2031839470C113238511 @default.
- W2031839470 hasConceptScore W2031839470C119857082 @default.
- W2031839470 hasConceptScore W2031839470C124101348 @default.
- W2031839470 hasConceptScore W2031839470C139532973 @default.
- W2031839470 hasConceptScore W2031839470C149441793 @default.
- W2031839470 hasConceptScore W2031839470C153180895 @default.
- W2031839470 hasConceptScore W2031839470C154945302 @default.
- W2031839470 hasConceptScore W2031839470C2522767166 @default.
- W2031839470 hasConceptScore W2031839470C3020493868 @default.
- W2031839470 hasConceptScore W2031839470C33923547 @default.
- W2031839470 hasConceptScore W2031839470C41008148 @default.
- W2031839470 hasConceptScore W2031839470C42023084 @default.
- W2031839470 hasConceptScore W2031839470C51632099 @default.
- W2031839470 hasConceptScore W2031839470C95623464 @default.
- W2031839470 hasLocation W20318394701 @default.
- W2031839470 hasOpenAccess W2031839470 @default.
- W2031839470 hasPrimaryLocation W20318394701 @default.
- W2031839470 hasRelatedWork W2049864679 @default.
- W2031839470 hasRelatedWork W2086396635 @default.
- W2031839470 hasRelatedWork W2149078746 @default.
- W2031839470 hasRelatedWork W2351517209 @default.
- W2031839470 hasRelatedWork W2372032388 @default.
- W2031839470 hasRelatedWork W2556319748 @default.
- W2031839470 hasRelatedWork W2750253539 @default.
- W2031839470 hasRelatedWork W5535156 @default.
- W2031839470 hasRelatedWork W69190121 @default.
- W2031839470 hasRelatedWork W93929588 @default.
- W2031839470 isParatext "false" @default.
- W2031839470 isRetracted "false" @default.
- W2031839470 magId "2031839470" @default.
- W2031839470 workType "article" @default.