Matches in SemOpenAlex for { <https://semopenalex.org/work/W2113722102> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W2113722102 abstract "A novel hidden Markov model (HMM) architecture which realizes both high discriminating ability and stochastic scoring is presented. In modifying continuous HMM so that the states of the models are best separated, distinctive features vary for different states or different models, and different discriminant functions should be made for different competing states. For every pair of the states, a Bayes classifier which performs a vector transformation based on discriminant analysis is constructed. Each classifier ranks the two states and computes a relative value of the probabilities. Output probabilities of the HMM states are obtained by combining and normalizing the results of the pair-wise classifications. Training of the classifiers and HMMs is done interactively and iteratively so that they are optimized totally. Experimental results show that the method, called the pair-wise Bayes classifier-HMM (PWBC-HMM) is more effective than the conventional HMM. It realizes robust recognition by modifying pattern space to fully separate confusing classes, while retaining analog outputs by statistical Bayes classifiers.< <ETX xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>></ETX>" @default.
- W2113722102 created "2016-06-24" @default.
- W2113722102 creator A5038044080 @default.
- W2113722102 creator A5085517441 @default.
- W2113722102 date "1992-01-01" @default.
- W2113722102 modified "2023-09-26" @default.
- W2113722102 title "HMM based on pair-wise Bayes classifiers" @default.
- W2113722102 cites W159256 @default.
- W2113722102 cites W1965307992 @default.
- W2113722102 cites W1970628933 @default.
- W2113722102 cites W2091753700 @default.
- W2113722102 cites W2137521597 @default.
- W2113722102 doi "https://doi.org/10.1109/icassp.1992.225896" @default.
- W2113722102 hasPublicationYear "1992" @default.
- W2113722102 type Work @default.
- W2113722102 sameAs 2113722102 @default.
- W2113722102 citedByCount "3" @default.
- W2113722102 crossrefType "proceedings-article" @default.
- W2113722102 hasAuthorship W2113722102A5038044080 @default.
- W2113722102 hasAuthorship W2113722102A5085517441 @default.
- W2113722102 hasConcept C107673813 @default.
- W2113722102 hasConcept C119857082 @default.
- W2113722102 hasConcept C12267149 @default.
- W2113722102 hasConcept C143809311 @default.
- W2113722102 hasConcept C153180895 @default.
- W2113722102 hasConcept C154945302 @default.
- W2113722102 hasConcept C185207860 @default.
- W2113722102 hasConcept C207201462 @default.
- W2113722102 hasConcept C23224414 @default.
- W2113722102 hasConcept C33923547 @default.
- W2113722102 hasConcept C41008148 @default.
- W2113722102 hasConcept C52001869 @default.
- W2113722102 hasConcept C69738355 @default.
- W2113722102 hasConcept C78397625 @default.
- W2113722102 hasConcept C95623464 @default.
- W2113722102 hasConceptScore W2113722102C107673813 @default.
- W2113722102 hasConceptScore W2113722102C119857082 @default.
- W2113722102 hasConceptScore W2113722102C12267149 @default.
- W2113722102 hasConceptScore W2113722102C143809311 @default.
- W2113722102 hasConceptScore W2113722102C153180895 @default.
- W2113722102 hasConceptScore W2113722102C154945302 @default.
- W2113722102 hasConceptScore W2113722102C185207860 @default.
- W2113722102 hasConceptScore W2113722102C207201462 @default.
- W2113722102 hasConceptScore W2113722102C23224414 @default.
- W2113722102 hasConceptScore W2113722102C33923547 @default.
- W2113722102 hasConceptScore W2113722102C41008148 @default.
- W2113722102 hasConceptScore W2113722102C52001869 @default.
- W2113722102 hasConceptScore W2113722102C69738355 @default.
- W2113722102 hasConceptScore W2113722102C78397625 @default.
- W2113722102 hasConceptScore W2113722102C95623464 @default.
- W2113722102 hasLocation W21137221021 @default.
- W2113722102 hasOpenAccess W2113722102 @default.
- W2113722102 hasPrimaryLocation W21137221021 @default.
- W2113722102 hasRelatedWork W1493451373 @default.
- W2113722102 hasRelatedWork W1548705586 @default.
- W2113722102 hasRelatedWork W1593150084 @default.
- W2113722102 hasRelatedWork W1981288096 @default.
- W2113722102 hasRelatedWork W2095343223 @default.
- W2113722102 hasRelatedWork W2113722102 @default.
- W2113722102 hasRelatedWork W2222318234 @default.
- W2113722102 hasRelatedWork W2464413527 @default.
- W2113722102 hasRelatedWork W2780177025 @default.
- W2113722102 hasRelatedWork W4206963974 @default.
- W2113722102 isParatext "false" @default.
- W2113722102 isRetracted "false" @default.
- W2113722102 magId "2113722102" @default.
- W2113722102 workType "article" @default.