Matches in SemOpenAlex for { <https://semopenalex.org/work/W2028688779> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2028688779 abstract "This paper describes a new approach to combine multiple modalities and applies it to the problem of affect recognition. The problem is posed as a combination of classifiers in a probabilistic framework that naturally explains the concepts of experts and critics. Each channel of data has an expert associated that generates the beliefs about the correct class. Probabilistic models of error and the critics, which predict the performance of the expert on the current input, are used to combine the expert's beliefs about the correct class. The method is applied to detect the affective state of interest using information from the face, postures and task the subjects are performing. The classification using multiple modalities achieves a recognition accuracy of 67.8%, outperforming the classification using individual modalities. Further, the proposed combination scheme achieves the greatest reduction in error when compared with other classifier combination methods." @default.
- W2028688779 created "2016-06-24" @default.
- W2028688779 creator A5057777930 @default.
- W2028688779 creator A5078150431 @default.
- W2028688779 creator A5087366916 @default.
- W2028688779 date "2004-01-01" @default.
- W2028688779 modified "2023-10-16" @default.
- W2028688779 title "Probabilistic combination of multiple modalities to detect interest" @default.
- W2028688779 cites W2106390385 @default.
- W2028688779 cites W2110129072 @default.
- W2028688779 cites W2142587540 @default.
- W2028688779 cites W2158275940 @default.
- W2028688779 cites W4212883601 @default.
- W2028688779 doi "https://doi.org/10.1109/icpr.2004.1334690" @default.
- W2028688779 hasPublicationYear "2004" @default.
- W2028688779 type Work @default.
- W2028688779 sameAs 2028688779 @default.
- W2028688779 citedByCount "83" @default.
- W2028688779 countsByYear W20286887792012 @default.
- W2028688779 countsByYear W20286887792013 @default.
- W2028688779 countsByYear W20286887792014 @default.
- W2028688779 countsByYear W20286887792015 @default.
- W2028688779 countsByYear W20286887792016 @default.
- W2028688779 countsByYear W20286887792017 @default.
- W2028688779 countsByYear W20286887792018 @default.
- W2028688779 countsByYear W20286887792020 @default.
- W2028688779 countsByYear W20286887792021 @default.
- W2028688779 countsByYear W20286887792023 @default.
- W2028688779 crossrefType "proceedings-article" @default.
- W2028688779 hasAuthorship W2028688779A5057777930 @default.
- W2028688779 hasAuthorship W2028688779A5078150431 @default.
- W2028688779 hasAuthorship W2028688779A5087366916 @default.
- W2028688779 hasBestOaLocation W20286887792 @default.
- W2028688779 hasConcept C119857082 @default.
- W2028688779 hasConcept C12267149 @default.
- W2028688779 hasConcept C144024400 @default.
- W2028688779 hasConcept C153180895 @default.
- W2028688779 hasConcept C154945302 @default.
- W2028688779 hasConcept C162324750 @default.
- W2028688779 hasConcept C187736073 @default.
- W2028688779 hasConcept C189119545 @default.
- W2028688779 hasConcept C2779903281 @default.
- W2028688779 hasConcept C2780451532 @default.
- W2028688779 hasConcept C31510193 @default.
- W2028688779 hasConcept C36289849 @default.
- W2028688779 hasConcept C41008148 @default.
- W2028688779 hasConcept C49937458 @default.
- W2028688779 hasConcept C52001869 @default.
- W2028688779 hasConcept C95623464 @default.
- W2028688779 hasConceptScore W2028688779C119857082 @default.
- W2028688779 hasConceptScore W2028688779C12267149 @default.
- W2028688779 hasConceptScore W2028688779C144024400 @default.
- W2028688779 hasConceptScore W2028688779C153180895 @default.
- W2028688779 hasConceptScore W2028688779C154945302 @default.
- W2028688779 hasConceptScore W2028688779C162324750 @default.
- W2028688779 hasConceptScore W2028688779C187736073 @default.
- W2028688779 hasConceptScore W2028688779C189119545 @default.
- W2028688779 hasConceptScore W2028688779C2779903281 @default.
- W2028688779 hasConceptScore W2028688779C2780451532 @default.
- W2028688779 hasConceptScore W2028688779C31510193 @default.
- W2028688779 hasConceptScore W2028688779C36289849 @default.
- W2028688779 hasConceptScore W2028688779C41008148 @default.
- W2028688779 hasConceptScore W2028688779C49937458 @default.
- W2028688779 hasConceptScore W2028688779C52001869 @default.
- W2028688779 hasConceptScore W2028688779C95623464 @default.
- W2028688779 hasLocation W20286887791 @default.
- W2028688779 hasLocation W20286887792 @default.
- W2028688779 hasOpenAccess W2028688779 @default.
- W2028688779 hasPrimaryLocation W20286887791 @default.
- W2028688779 hasRelatedWork W1529110449 @default.
- W2028688779 hasRelatedWork W2010693867 @default.
- W2028688779 hasRelatedWork W2149078746 @default.
- W2028688779 hasRelatedWork W2167582322 @default.
- W2028688779 hasRelatedWork W2368987896 @default.
- W2028688779 hasRelatedWork W2379065761 @default.
- W2028688779 hasRelatedWork W2389620323 @default.
- W2028688779 hasRelatedWork W27633560 @default.
- W2028688779 hasRelatedWork W2848133549 @default.
- W2028688779 hasRelatedWork W2626727192 @default.
- W2028688779 isParatext "false" @default.
- W2028688779 isRetracted "false" @default.
- W2028688779 magId "2028688779" @default.
- W2028688779 workType "article" @default.