Matches in SemOpenAlex for { <https://semopenalex.org/work/W1964647586> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W1964647586 endingPage "523" @default.
- W1964647586 startingPage "515" @default.
- W1964647586 abstract "In order to probabilistically combine multiple decisions of K classifiers obtained from samples, a (K + 1)st-order probability distribution is needed. It is well known that storing and estimating the distribution is exponentially complex and is unmanageable even for small K. Chow and Liu (1968) as well as Lewis (1959) proposed an approximation of nth-order probability distributions with a product of second-order distributions considering first-order tree dependency. However, often we face cases in which a decision is based on more than two other classifiers. In such cases, first-order dependency would not be suitable to estimate a high order distribution properly. In this paper, a new method is proposed to optimally approximate a high order distribution with a product of kth-order dependencies, or (k + 1)st-order distributions, where 1 ⩽ k ⩽ K. The authors also proposed the way to identify high order dependencies from training samples. The superior performance of the new method is demonstrated by experiments on the recognition of standardized CENPARMI handwritten numerals and KAIST on-line handwritten numerals." @default.
- W1964647586 created "2016-06-24" @default.
- W1964647586 creator A5047356058 @default.
- W1964647586 creator A5078809545 @default.
- W1964647586 creator A5079107161 @default.
- W1964647586 date "1997-06-01" @default.
- W1964647586 modified "2023-09-25" @default.
- W1964647586 title "Optimal approximation of discrete probability distribution with kth-order dependency and its application to combining multiple classifiers" @default.
- W1964647586 cites W2078531175 @default.
- W1964647586 cites W2085294315 @default.
- W1964647586 cites W2113700325 @default.
- W1964647586 cites W2126297944 @default.
- W1964647586 cites W2163166770 @default.
- W1964647586 cites W2164568552 @default.
- W1964647586 doi "https://doi.org/10.1016/s0167-8655(97)00041-x" @default.
- W1964647586 hasPublicationYear "1997" @default.
- W1964647586 type Work @default.
- W1964647586 sameAs 1964647586 @default.
- W1964647586 citedByCount "42" @default.
- W1964647586 countsByYear W19646475862012 @default.
- W1964647586 countsByYear W19646475862013 @default.
- W1964647586 countsByYear W19646475862017 @default.
- W1964647586 countsByYear W19646475862019 @default.
- W1964647586 countsByYear W19646475862021 @default.
- W1964647586 crossrefType "journal-article" @default.
- W1964647586 hasAuthorship W1964647586A5047356058 @default.
- W1964647586 hasAuthorship W1964647586A5078809545 @default.
- W1964647586 hasAuthorship W1964647586A5079107161 @default.
- W1964647586 hasConcept C10138342 @default.
- W1964647586 hasConcept C105795698 @default.
- W1964647586 hasConcept C110121322 @default.
- W1964647586 hasConcept C11413529 @default.
- W1964647586 hasConcept C126255220 @default.
- W1964647586 hasConcept C134306372 @default.
- W1964647586 hasConcept C149441793 @default.
- W1964647586 hasConcept C153180895 @default.
- W1964647586 hasConcept C154945302 @default.
- W1964647586 hasConcept C162324750 @default.
- W1964647586 hasConcept C182306322 @default.
- W1964647586 hasConcept C19768560 @default.
- W1964647586 hasConcept C33923547 @default.
- W1964647586 hasConcept C41008148 @default.
- W1964647586 hasConceptScore W1964647586C10138342 @default.
- W1964647586 hasConceptScore W1964647586C105795698 @default.
- W1964647586 hasConceptScore W1964647586C110121322 @default.
- W1964647586 hasConceptScore W1964647586C11413529 @default.
- W1964647586 hasConceptScore W1964647586C126255220 @default.
- W1964647586 hasConceptScore W1964647586C134306372 @default.
- W1964647586 hasConceptScore W1964647586C149441793 @default.
- W1964647586 hasConceptScore W1964647586C153180895 @default.
- W1964647586 hasConceptScore W1964647586C154945302 @default.
- W1964647586 hasConceptScore W1964647586C162324750 @default.
- W1964647586 hasConceptScore W1964647586C182306322 @default.
- W1964647586 hasConceptScore W1964647586C19768560 @default.
- W1964647586 hasConceptScore W1964647586C33923547 @default.
- W1964647586 hasConceptScore W1964647586C41008148 @default.
- W1964647586 hasIssue "6" @default.
- W1964647586 hasLocation W19646475861 @default.
- W1964647586 hasOpenAccess W1964647586 @default.
- W1964647586 hasPrimaryLocation W19646475861 @default.
- W1964647586 hasRelatedWork W1529400504 @default.
- W1964647586 hasRelatedWork W2033914206 @default.
- W1964647586 hasRelatedWork W2313772788 @default.
- W1964647586 hasRelatedWork W2383067397 @default.
- W1964647586 hasRelatedWork W2811279793 @default.
- W1964647586 hasRelatedWork W2888625260 @default.
- W1964647586 hasRelatedWork W2950880503 @default.
- W1964647586 hasRelatedWork W3107474891 @default.
- W1964647586 hasRelatedWork W63071447 @default.
- W1964647586 hasRelatedWork W65617392 @default.
- W1964647586 hasVolume "18" @default.
- W1964647586 isParatext "false" @default.
- W1964647586 isRetracted "false" @default.
- W1964647586 magId "1964647586" @default.
- W1964647586 workType "article" @default.