Matches in SemOpenAlex for { <https://semopenalex.org/work/W2182481310> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W2182481310 abstract "The goal of supervised classification is to establish rules on the basis of a training sample which can be used reliably for predicting the group membership of new observations and for evaluating the performance of these rules. Unfortunately most of the well developed conventional classification methods are inapplicable or produce poor results when applied to high dimensional data. In such cases singularity problems arise if the variables are highly correlated or if less observations than variables are available in one or more groups. This situation which occurs in many areas of modern research is the normal, generic case rather than an anomalous one this is the domain of the so called High Dimension Low Sample Size (HDLSS) statistical analysis (a term coined by Marron [1]). A possible solution is to precede the discrimination by a dimensionality reduction step like Principal Component Analysis (PCA) or Partial Least Squares (PLS) and then derive the classification functions from the scores instead of directly using the original data." @default.
- W2182481310 created "2016-06-24" @default.
- W2182481310 creator A5041191852 @default.
- W2182481310 creator A5065579943 @default.
- W2182481310 date "2011-01-01" @default.
- W2182481310 modified "2023-09-27" @default.
- W2182481310 title "Sparse and Robust Methods for Discrimination in High Dimensions" @default.
- W2182481310 cites W1988973871 @default.
- W2182481310 cites W2007527993 @default.
- W2182481310 cites W2060901857 @default.
- W2182481310 cites W2157324002 @default.
- W2182481310 cites W2170917242 @default.
- W2182481310 hasPublicationYear "2011" @default.
- W2182481310 type Work @default.
- W2182481310 sameAs 2182481310 @default.
- W2182481310 citedByCount "0" @default.
- W2182481310 crossrefType "journal-article" @default.
- W2182481310 hasAuthorship W2182481310A5041191852 @default.
- W2182481310 hasAuthorship W2182481310A5065579943 @default.
- W2182481310 hasConcept C105795698 @default.
- W2182481310 hasConcept C111030470 @default.
- W2182481310 hasConcept C119857082 @default.
- W2182481310 hasConcept C121332964 @default.
- W2182481310 hasConcept C124101348 @default.
- W2182481310 hasConcept C12426560 @default.
- W2182481310 hasConcept C129848803 @default.
- W2182481310 hasConcept C134306372 @default.
- W2182481310 hasConcept C153180895 @default.
- W2182481310 hasConcept C154945302 @default.
- W2182481310 hasConcept C16171025 @default.
- W2182481310 hasConcept C185592680 @default.
- W2182481310 hasConcept C198531522 @default.
- W2182481310 hasConcept C202444582 @default.
- W2182481310 hasConcept C22354355 @default.
- W2182481310 hasConcept C2524010 @default.
- W2182481310 hasConcept C27438332 @default.
- W2182481310 hasConcept C33676613 @default.
- W2182481310 hasConcept C33923547 @default.
- W2182481310 hasConcept C41008148 @default.
- W2182481310 hasConcept C43617362 @default.
- W2182481310 hasConcept C61797465 @default.
- W2182481310 hasConcept C62520636 @default.
- W2182481310 hasConcept C70518039 @default.
- W2182481310 hasConceptScore W2182481310C105795698 @default.
- W2182481310 hasConceptScore W2182481310C111030470 @default.
- W2182481310 hasConceptScore W2182481310C119857082 @default.
- W2182481310 hasConceptScore W2182481310C121332964 @default.
- W2182481310 hasConceptScore W2182481310C124101348 @default.
- W2182481310 hasConceptScore W2182481310C12426560 @default.
- W2182481310 hasConceptScore W2182481310C129848803 @default.
- W2182481310 hasConceptScore W2182481310C134306372 @default.
- W2182481310 hasConceptScore W2182481310C153180895 @default.
- W2182481310 hasConceptScore W2182481310C154945302 @default.
- W2182481310 hasConceptScore W2182481310C16171025 @default.
- W2182481310 hasConceptScore W2182481310C185592680 @default.
- W2182481310 hasConceptScore W2182481310C198531522 @default.
- W2182481310 hasConceptScore W2182481310C202444582 @default.
- W2182481310 hasConceptScore W2182481310C22354355 @default.
- W2182481310 hasConceptScore W2182481310C2524010 @default.
- W2182481310 hasConceptScore W2182481310C27438332 @default.
- W2182481310 hasConceptScore W2182481310C33676613 @default.
- W2182481310 hasConceptScore W2182481310C33923547 @default.
- W2182481310 hasConceptScore W2182481310C41008148 @default.
- W2182481310 hasConceptScore W2182481310C43617362 @default.
- W2182481310 hasConceptScore W2182481310C61797465 @default.
- W2182481310 hasConceptScore W2182481310C62520636 @default.
- W2182481310 hasConceptScore W2182481310C70518039 @default.
- W2182481310 hasLocation W21824813101 @default.
- W2182481310 hasOpenAccess W2182481310 @default.
- W2182481310 hasPrimaryLocation W21824813101 @default.
- W2182481310 hasRelatedWork W1997223592 @default.
- W2182481310 hasRelatedWork W2018978004 @default.
- W2182481310 hasRelatedWork W2061553036 @default.
- W2182481310 hasRelatedWork W2088950943 @default.
- W2182481310 hasRelatedWork W2118234022 @default.
- W2182481310 hasRelatedWork W2128884519 @default.
- W2182481310 hasRelatedWork W218853562 @default.
- W2182481310 hasRelatedWork W2331222631 @default.
- W2182481310 hasRelatedWork W242239753 @default.
- W2182481310 hasRelatedWork W2505201697 @default.
- W2182481310 hasRelatedWork W2794528259 @default.
- W2182481310 hasRelatedWork W2808181054 @default.
- W2182481310 hasRelatedWork W2914539923 @default.
- W2182481310 hasRelatedWork W2917132850 @default.
- W2182481310 hasRelatedWork W2951884471 @default.
- W2182481310 hasRelatedWork W2963275611 @default.
- W2182481310 hasRelatedWork W3087034383 @default.
- W2182481310 hasRelatedWork W3132630012 @default.
- W2182481310 hasRelatedWork W3161583074 @default.
- W2182481310 hasRelatedWork W2181917792 @default.
- W2182481310 isParatext "false" @default.
- W2182481310 isRetracted "false" @default.
- W2182481310 magId "2182481310" @default.
- W2182481310 workType "article" @default.