Matches in SemOpenAlex for { <https://semopenalex.org/work/W2282289766> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2282289766 abstract "In this paper, we study the problem of discriminating $J ~(geq 2)$ Gaussian processes by analyzing the behavior of the underlying probability measures in an infinite-dimensional space. Motivated by singularity of a certain class of Gaussian measures, we first propose a data based transformation for the training data. For a $J$ class classification problem, this transformation induces complete separation among the associated Gaussian processes. The misclassification probability of a componentwise classifier when applied on this transformed data asymptotically converges to zero. In finite samples, the empirical classifier is constructed and related theoretical properties are studied. Good performance of the proposed methodology is demonstrated using simulated as well as benchmark data sets when compared with some parametric and nonparametric classifiers for such functional data." @default.
- W2282289766 created "2016-06-24" @default.
- W2282289766 creator A5019079891 @default.
- W2282289766 creator A5057765337 @default.
- W2282289766 date "2016-02-16" @default.
- W2282289766 modified "2023-09-27" @default.
- W2282289766 title "On Perfect Classification for Gaussian Processes" @default.
- W2282289766 cites W1546895787 @default.
- W2282289766 cites W1554944419 @default.
- W2282289766 cites W195667461 @default.
- W2282289766 cites W2010659807 @default.
- W2282289766 cites W2014831690 @default.
- W2282289766 cites W2031755322 @default.
- W2282289766 cites W2036144551 @default.
- W2282289766 cites W2047498614 @default.
- W2282289766 cites W2063346044 @default.
- W2282289766 cites W2102828893 @default.
- W2282289766 cites W2166730504 @default.
- W2282289766 cites W2952471847 @default.
- W2282289766 cites W3003856556 @default.
- W2282289766 hasPublicationYear "2016" @default.
- W2282289766 type Work @default.
- W2282289766 sameAs 2282289766 @default.
- W2282289766 citedByCount "0" @default.
- W2282289766 crossrefType "posted-content" @default.
- W2282289766 hasAuthorship W2282289766A5019079891 @default.
- W2282289766 hasAuthorship W2282289766A5057765337 @default.
- W2282289766 hasConcept C102366305 @default.
- W2282289766 hasConcept C104317684 @default.
- W2282289766 hasConcept C105795698 @default.
- W2282289766 hasConcept C11413529 @default.
- W2282289766 hasConcept C117251300 @default.
- W2282289766 hasConcept C121332964 @default.
- W2282289766 hasConcept C153180895 @default.
- W2282289766 hasConcept C154945302 @default.
- W2282289766 hasConcept C163716315 @default.
- W2282289766 hasConcept C185592680 @default.
- W2282289766 hasConcept C204241405 @default.
- W2282289766 hasConcept C28826006 @default.
- W2282289766 hasConcept C33923547 @default.
- W2282289766 hasConcept C41008148 @default.
- W2282289766 hasConcept C55493867 @default.
- W2282289766 hasConcept C61326573 @default.
- W2282289766 hasConcept C62520636 @default.
- W2282289766 hasConcept C95623464 @default.
- W2282289766 hasConceptScore W2282289766C102366305 @default.
- W2282289766 hasConceptScore W2282289766C104317684 @default.
- W2282289766 hasConceptScore W2282289766C105795698 @default.
- W2282289766 hasConceptScore W2282289766C11413529 @default.
- W2282289766 hasConceptScore W2282289766C117251300 @default.
- W2282289766 hasConceptScore W2282289766C121332964 @default.
- W2282289766 hasConceptScore W2282289766C153180895 @default.
- W2282289766 hasConceptScore W2282289766C154945302 @default.
- W2282289766 hasConceptScore W2282289766C163716315 @default.
- W2282289766 hasConceptScore W2282289766C185592680 @default.
- W2282289766 hasConceptScore W2282289766C204241405 @default.
- W2282289766 hasConceptScore W2282289766C28826006 @default.
- W2282289766 hasConceptScore W2282289766C33923547 @default.
- W2282289766 hasConceptScore W2282289766C41008148 @default.
- W2282289766 hasConceptScore W2282289766C55493867 @default.
- W2282289766 hasConceptScore W2282289766C61326573 @default.
- W2282289766 hasConceptScore W2282289766C62520636 @default.
- W2282289766 hasConceptScore W2282289766C95623464 @default.
- W2282289766 hasLocation W22822897661 @default.
- W2282289766 hasOpenAccess W2282289766 @default.
- W2282289766 hasPrimaryLocation W22822897661 @default.
- W2282289766 hasRelatedWork W1999706298 @default.
- W2282289766 hasRelatedWork W2040573160 @default.
- W2282289766 hasRelatedWork W2043303711 @default.
- W2282289766 hasRelatedWork W2045094984 @default.
- W2282289766 hasRelatedWork W2141669543 @default.
- W2282289766 hasRelatedWork W2279786479 @default.
- W2282289766 hasRelatedWork W2462875204 @default.
- W2282289766 hasRelatedWork W2548703210 @default.
- W2282289766 hasRelatedWork W2549230261 @default.
- W2282289766 hasRelatedWork W2615708464 @default.
- W2282289766 hasRelatedWork W2762175189 @default.
- W2282289766 hasRelatedWork W2799332521 @default.
- W2282289766 hasRelatedWork W2889670487 @default.
- W2282289766 hasRelatedWork W2963183635 @default.
- W2282289766 hasRelatedWork W2978945505 @default.
- W2282289766 hasRelatedWork W3116723658 @default.
- W2282289766 hasRelatedWork W3174510406 @default.
- W2282289766 hasRelatedWork W3210890601 @default.
- W2282289766 hasRelatedWork W3213816441 @default.
- W2282289766 hasRelatedWork W244759028 @default.
- W2282289766 isParatext "false" @default.
- W2282289766 isRetracted "false" @default.
- W2282289766 magId "2282289766" @default.
- W2282289766 workType "article" @default.