Matches in SemOpenAlex for { <https://semopenalex.org/work/W2285223868> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2285223868 endingPage "4054" @default.
- W2285223868 startingPage "4048" @default.
- W2285223868 abstract "In partial label learning, each training example is associated with a set of candidate labels, among which only one is valid. An intuitive strategy to learn from partial label examples is to treat all candidate labels equally and make prediction by averaging their modeling outputs. Nonetheless, this strategy may suffer from the problem that the modeling output from the valid label is overwhelmed by those from the false positive labels. In this paper, an instance-based approach named IPAL is proposed by directly disambiguating the candidate label set. Briefly, IPAL tries to identify the valid label of each partial label example via an iterative label propagation procedure, and then classifies the unseen instance based on minimum error reconstruction from its nearest neighbors. Extensive experiments show that IPAL compares favorably against the existing instance-based as well as other state-of-the-art partial label learning approaches." @default.
- W2285223868 created "2016-06-24" @default.
- W2285223868 creator A5001966447 @default.
- W2285223868 creator A5079083101 @default.
- W2285223868 date "2015-07-25" @default.
- W2285223868 modified "2023-09-24" @default.
- W2285223868 title "Solving the partial label learning problem: an instance-based approach" @default.
- W2285223868 cites W1547667708 @default.
- W2285223868 cites W1585425338 @default.
- W2285223868 cites W1974596106 @default.
- W2285223868 cites W1990334093 @default.
- W2285223868 cites W2010792435 @default.
- W2285223868 cites W2024328138 @default.
- W2285223868 cites W2049633694 @default.
- W2285223868 cites W2106008047 @default.
- W2285223868 cites W2110119381 @default.
- W2285223868 cites W2111478152 @default.
- W2285223868 cites W2114315281 @default.
- W2285223868 cites W2120409953 @default.
- W2285223868 cites W2132509897 @default.
- W2285223868 cites W2137917285 @default.
- W2285223868 cites W2142863987 @default.
- W2285223868 cites W2144372981 @default.
- W2285223868 cites W2146111596 @default.
- W2285223868 cites W2153603270 @default.
- W2285223868 cites W2154455818 @default.
- W2285223868 cites W2158681777 @default.
- W2285223868 cites W2398960405 @default.
- W2285223868 cites W3120740533 @default.
- W2285223868 cites W55768394 @default.
- W2285223868 hasPublicationYear "2015" @default.
- W2285223868 type Work @default.
- W2285223868 sameAs 2285223868 @default.
- W2285223868 citedByCount "29" @default.
- W2285223868 countsByYear W22852238682017 @default.
- W2285223868 countsByYear W22852238682018 @default.
- W2285223868 countsByYear W22852238682019 @default.
- W2285223868 countsByYear W22852238682020 @default.
- W2285223868 countsByYear W22852238682021 @default.
- W2285223868 crossrefType "proceedings-article" @default.
- W2285223868 hasAuthorship W2285223868A5001966447 @default.
- W2285223868 hasAuthorship W2285223868A5079083101 @default.
- W2285223868 hasConcept C119857082 @default.
- W2285223868 hasConcept C124101348 @default.
- W2285223868 hasConcept C153180895 @default.
- W2285223868 hasConcept C154945302 @default.
- W2285223868 hasConcept C177264268 @default.
- W2285223868 hasConcept C199360897 @default.
- W2285223868 hasConcept C41008148 @default.
- W2285223868 hasConcept C51632099 @default.
- W2285223868 hasConceptScore W2285223868C119857082 @default.
- W2285223868 hasConceptScore W2285223868C124101348 @default.
- W2285223868 hasConceptScore W2285223868C153180895 @default.
- W2285223868 hasConceptScore W2285223868C154945302 @default.
- W2285223868 hasConceptScore W2285223868C177264268 @default.
- W2285223868 hasConceptScore W2285223868C199360897 @default.
- W2285223868 hasConceptScore W2285223868C41008148 @default.
- W2285223868 hasConceptScore W2285223868C51632099 @default.
- W2285223868 hasLocation W22852238681 @default.
- W2285223868 hasOpenAccess W2285223868 @default.
- W2285223868 hasPrimaryLocation W22852238681 @default.
- W2285223868 hasRelatedWork W1974596106 @default.
- W2285223868 hasRelatedWork W2024328138 @default.
- W2285223868 hasRelatedWork W2106008047 @default.
- W2285223868 hasRelatedWork W2111478152 @default.
- W2285223868 hasRelatedWork W2120409953 @default.
- W2285223868 hasRelatedWork W2132509897 @default.
- W2285223868 hasRelatedWork W2137917285 @default.
- W2285223868 hasRelatedWork W2142863987 @default.
- W2285223868 hasRelatedWork W2144372981 @default.
- W2285223868 hasRelatedWork W2146111596 @default.
- W2285223868 hasRelatedWork W2153603270 @default.
- W2285223868 hasRelatedWork W2158681777 @default.
- W2285223868 hasRelatedWork W2338068721 @default.
- W2285223868 hasRelatedWork W2393384312 @default.
- W2285223868 hasRelatedWork W2591132901 @default.
- W2285223868 hasRelatedWork W2604553154 @default.
- W2285223868 hasRelatedWork W2733555913 @default.
- W2285223868 hasRelatedWork W2807945348 @default.
- W2285223868 hasRelatedWork W2808448059 @default.
- W2285223868 hasRelatedWork W2903641274 @default.
- W2285223868 isParatext "false" @default.
- W2285223868 isRetracted "false" @default.
- W2285223868 magId "2285223868" @default.
- W2285223868 workType "article" @default.