Matches in SemOpenAlex for { <https://semopenalex.org/work/W125678093> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W125678093 abstract "Multi-Instance Multi-Label (MIML) is a learning framework where an example is associated with multiple labels and represented by a set of feature vectors (multiple instances). In the formalization of MIML learning, instances come from a single source (single view). To leverage multiple information sources (multi-view), we develop a multi-view MIML framework based on hierarchical Bayesian Network, and derive an effective learning algorithm based on variational inference. The model can naturally deal with examples in which some views could be absent (partial examples). On multi-view datasets, it is shown that our method is better than other multi-view and single-view approaches particularly in the presence of partial examples. On single-view benchmarks, extensive evaluation shows that our method is highly competitive or better than other MIML approaches on labeling examples and instances. Moreover, our method can effectively handle datasets with a large number of labels." @default.
- W125678093 created "2016-06-24" @default.
- W125678093 creator A5010751143 @default.
- W125678093 creator A5031874278 @default.
- W125678093 creator A5035282947 @default.
- W125678093 creator A5065000009 @default.
- W125678093 date "2014-06-21" @default.
- W125678093 modified "2023-09-25" @default.
- W125678093 title "Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning" @default.
- W125678093 cites W1532327008 @default.
- W125678093 cites W174427690 @default.
- W125678093 cites W1880262756 @default.
- W125678093 cites W1995296404 @default.
- W125678093 cites W2020842694 @default.
- W125678093 cites W2027266161 @default.
- W125678093 cites W2048679005 @default.
- W125678093 cites W2053101950 @default.
- W125678093 cites W2074909580 @default.
- W125678093 cites W2087341100 @default.
- W125678093 cites W2105709960 @default.
- W125678093 cites W2108745803 @default.
- W125678093 cites W2124482026 @default.
- W125678093 cites W2126250169 @default.
- W125678093 cites W2130747910 @default.
- W125678093 cites W2135533176 @default.
- W125678093 cites W2135596962 @default.
- W125678093 cites W2137917285 @default.
- W125678093 cites W2142021955 @default.
- W125678093 cites W2153635508 @default.
- W125678093 cites W2154840533 @default.
- W125678093 cites W2158703881 @default.
- W125678093 cites W2162762921 @default.
- W125678093 cites W2164736477 @default.
- W125678093 cites W2165599843 @default.
- W125678093 cites W2168975192 @default.
- W125678093 cites W2200666166 @default.
- W125678093 cites W2293549417 @default.
- W125678093 cites W2321228595 @default.
- W125678093 doi "https://doi.org/10.1609/aaai.v28i1.8999" @default.
- W125678093 hasPublicationYear "2014" @default.
- W125678093 type Work @default.
- W125678093 sameAs 125678093 @default.
- W125678093 citedByCount "10" @default.
- W125678093 countsByYear W1256780932015 @default.
- W125678093 countsByYear W1256780932017 @default.
- W125678093 countsByYear W1256780932018 @default.
- W125678093 countsByYear W1256780932019 @default.
- W125678093 countsByYear W1256780932020 @default.
- W125678093 countsByYear W1256780932021 @default.
- W125678093 countsByYear W1256780932022 @default.
- W125678093 crossrefType "journal-article" @default.
- W125678093 hasAuthorship W125678093A5010751143 @default.
- W125678093 hasAuthorship W125678093A5031874278 @default.
- W125678093 hasAuthorship W125678093A5035282947 @default.
- W125678093 hasAuthorship W125678093A5065000009 @default.
- W125678093 hasBestOaLocation W1256780931 @default.
- W125678093 hasConcept C107673813 @default.
- W125678093 hasConcept C119857082 @default.
- W125678093 hasConcept C138885662 @default.
- W125678093 hasConcept C153083717 @default.
- W125678093 hasConcept C154945302 @default.
- W125678093 hasConcept C160234255 @default.
- W125678093 hasConcept C177264268 @default.
- W125678093 hasConcept C199360897 @default.
- W125678093 hasConcept C2776214188 @default.
- W125678093 hasConcept C2776401178 @default.
- W125678093 hasConcept C41008148 @default.
- W125678093 hasConcept C41895202 @default.
- W125678093 hasConceptScore W125678093C107673813 @default.
- W125678093 hasConceptScore W125678093C119857082 @default.
- W125678093 hasConceptScore W125678093C138885662 @default.
- W125678093 hasConceptScore W125678093C153083717 @default.
- W125678093 hasConceptScore W125678093C154945302 @default.
- W125678093 hasConceptScore W125678093C160234255 @default.
- W125678093 hasConceptScore W125678093C177264268 @default.
- W125678093 hasConceptScore W125678093C199360897 @default.
- W125678093 hasConceptScore W125678093C2776214188 @default.
- W125678093 hasConceptScore W125678093C2776401178 @default.
- W125678093 hasConceptScore W125678093C41008148 @default.
- W125678093 hasConceptScore W125678093C41895202 @default.
- W125678093 hasIssue "1" @default.
- W125678093 hasLocation W1256780931 @default.
- W125678093 hasOpenAccess W125678093 @default.
- W125678093 hasPrimaryLocation W1256780931 @default.
- W125678093 hasRelatedWork W1583759788 @default.
- W125678093 hasRelatedWork W2589314268 @default.
- W125678093 hasRelatedWork W2753218748 @default.
- W125678093 hasRelatedWork W2774409638 @default.
- W125678093 hasRelatedWork W2889562828 @default.
- W125678093 hasRelatedWork W2952635455 @default.
- W125678093 hasRelatedWork W2953280030 @default.
- W125678093 hasRelatedWork W3002319139 @default.
- W125678093 hasRelatedWork W4295022866 @default.
- W125678093 hasRelatedWork W4300815303 @default.
- W125678093 hasVolume "28" @default.
- W125678093 isParatext "false" @default.
- W125678093 isRetracted "false" @default.
- W125678093 magId "125678093" @default.
- W125678093 workType "article" @default.