Matches in SemOpenAlex for { <https://semopenalex.org/work/W2343034826> ?p ?o ?g. }
- W2343034826 abstract "SUMMARY A new theoretical point of view is discussed in the framework of density estimation. The multivariate true density, viewed as a prior or penalizing factor in a Bayesian framework, is modelled by a Gibbs potential. Estimating the density consists in maximizing the posterior. For efficiency of time, we are interested in an approximate estimator f = Bwr of the true density f, where B is a stochastic operator and 7r is the raw histogram. Then, we investigate the discrimination problem, introducing an adaptive bandwidth depending on the k nearest neighbours and chosen to optimize the cross-validation criterion. Our final classification algorithm referred to as APML for approximate penalized maximum likelihood compares favourably in terms of error rate and time efficiency with other algorithms tested, including multinormal, nearest neighbour and convex hull classifiers." @default.
- W2343034826 created "2016-06-24" @default.
- W2343034826 creator A5006689235 @default.
- W2343034826 creator A5057066128 @default.
- W2343034826 date "1995-09-01" @default.
- W2343034826 modified "2023-09-25" @default.
- W2343034826 title "Multivariate Discriminant Analysis and Maximum Penalized Likelihood Density Estimation" @default.
- W2343034826 cites W1967192386 @default.
- W2343034826 cites W1972574026 @default.
- W2343034826 cites W1978738285 @default.
- W2343034826 cites W2010235018 @default.
- W2343034826 cites W2020999234 @default.
- W2343034826 cites W2022737993 @default.
- W2343034826 cites W204885769 @default.
- W2343034826 cites W2054628733 @default.
- W2343034826 cites W2065089513 @default.
- W2343034826 cites W2066209752 @default.
- W2343034826 cites W2079100340 @default.
- W2343034826 cites W2081950518 @default.
- W2343034826 cites W2085933841 @default.
- W2343034826 cites W2114606463 @default.
- W2343034826 cites W2124251574 @default.
- W2343034826 cites W2490800645 @default.
- W2343034826 cites W3022346826 @default.
- W2343034826 cites W370557857 @default.
- W2343034826 cites W4233014035 @default.
- W2343034826 cites W4235042710 @default.
- W2343034826 cites W4236076432 @default.
- W2343034826 cites W4253366059 @default.
- W2343034826 doi "https://doi.org/10.1111/j.2517-6161.1995.tb02044.x" @default.
- W2343034826 hasPublicationYear "1995" @default.
- W2343034826 type Work @default.
- W2343034826 sameAs 2343034826 @default.
- W2343034826 citedByCount "5" @default.
- W2343034826 crossrefType "journal-article" @default.
- W2343034826 hasAuthorship W2343034826A5006689235 @default.
- W2343034826 hasAuthorship W2343034826A5057066128 @default.
- W2343034826 hasConcept C105795698 @default.
- W2343034826 hasConcept C107673813 @default.
- W2343034826 hasConcept C112680207 @default.
- W2343034826 hasConcept C11413529 @default.
- W2343034826 hasConcept C115961682 @default.
- W2343034826 hasConcept C122280245 @default.
- W2343034826 hasConcept C12267149 @default.
- W2343034826 hasConcept C126255220 @default.
- W2343034826 hasConcept C154945302 @default.
- W2343034826 hasConcept C161584116 @default.
- W2343034826 hasConcept C185429906 @default.
- W2343034826 hasConcept C189508267 @default.
- W2343034826 hasConcept C195699287 @default.
- W2343034826 hasConcept C206194317 @default.
- W2343034826 hasConcept C2524010 @default.
- W2343034826 hasConcept C28826006 @default.
- W2343034826 hasConcept C33923547 @default.
- W2343034826 hasConcept C41008148 @default.
- W2343034826 hasConcept C53533937 @default.
- W2343034826 hasConcept C84894716 @default.
- W2343034826 hasConceptScore W2343034826C105795698 @default.
- W2343034826 hasConceptScore W2343034826C107673813 @default.
- W2343034826 hasConceptScore W2343034826C112680207 @default.
- W2343034826 hasConceptScore W2343034826C11413529 @default.
- W2343034826 hasConceptScore W2343034826C115961682 @default.
- W2343034826 hasConceptScore W2343034826C122280245 @default.
- W2343034826 hasConceptScore W2343034826C12267149 @default.
- W2343034826 hasConceptScore W2343034826C126255220 @default.
- W2343034826 hasConceptScore W2343034826C154945302 @default.
- W2343034826 hasConceptScore W2343034826C161584116 @default.
- W2343034826 hasConceptScore W2343034826C185429906 @default.
- W2343034826 hasConceptScore W2343034826C189508267 @default.
- W2343034826 hasConceptScore W2343034826C195699287 @default.
- W2343034826 hasConceptScore W2343034826C206194317 @default.
- W2343034826 hasConceptScore W2343034826C2524010 @default.
- W2343034826 hasConceptScore W2343034826C28826006 @default.
- W2343034826 hasConceptScore W2343034826C33923547 @default.
- W2343034826 hasConceptScore W2343034826C41008148 @default.
- W2343034826 hasConceptScore W2343034826C53533937 @default.
- W2343034826 hasConceptScore W2343034826C84894716 @default.
- W2343034826 hasLocation W23430348261 @default.
- W2343034826 hasOpenAccess W2343034826 @default.
- W2343034826 hasPrimaryLocation W23430348261 @default.
- W2343034826 hasRelatedWork W1959338833 @default.
- W2343034826 hasRelatedWork W1974314970 @default.
- W2343034826 hasRelatedWork W1975302268 @default.
- W2343034826 hasRelatedWork W1982359698 @default.
- W2343034826 hasRelatedWork W1989705587 @default.
- W2343034826 hasRelatedWork W1993681779 @default.
- W2343034826 hasRelatedWork W1994412265 @default.
- W2343034826 hasRelatedWork W2020999234 @default.
- W2343034826 hasRelatedWork W2049633694 @default.
- W2343034826 hasRelatedWork W2051428869 @default.
- W2343034826 hasRelatedWork W2064937573 @default.
- W2343034826 hasRelatedWork W2079669194 @default.
- W2343034826 hasRelatedWork W2102150301 @default.
- W2343034826 hasRelatedWork W2128518511 @default.
- W2343034826 hasRelatedWork W2139024646 @default.
- W2343034826 hasRelatedWork W2165085526 @default.
- W2343034826 hasRelatedWork W2169269897 @default.
- W2343034826 hasRelatedWork W2192581806 @default.
- W2343034826 hasRelatedWork W2249181615 @default.
- W2343034826 hasRelatedWork W265163128 @default.