Matches in SemOpenAlex for { <https://semopenalex.org/work/W2045555907> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2045555907 endingPage "132" @default.
- W2045555907 startingPage "124" @default.
- W2045555907 abstract "Selection of input variables is a key stage in buildingpredictive models, and an important form of data mining. As exhaustive evaluation of potential input sets using full non-linear models is impractical, it is necessary to use simple fast-evaluating models and heuristic selection strategies. This paper discusses a fast, efficient, and powerful nonlinear input selection procedure using a combination of Probabilistic Neural Networks and repeatedbitwise gradient descent. The algorithm is comparedwith forward elimination, backward elimination and genetic algorithms using a selection of real-world data sets. The algorithm has comparative performance and greatly reduced execution time with respect to these alternative approaches. It is demonstrated empirically that reliable results cannot be gained using any of these approaches without the use of resampling." @default.
- W2045555907 created "2016-06-24" @default.
- W2045555907 creator A5042449261 @default.
- W2045555907 date "2000-07-07" @default.
- W2045555907 modified "2023-09-27" @default.
- W2045555907 title "Feature Selection Using Probabilistic Neural Networks" @default.
- W2045555907 cites W1604459122 @default.
- W2045555907 cites W1649402246 @default.
- W2045555907 cites W1964168965 @default.
- W2045555907 cites W1976990135 @default.
- W2045555907 cites W2084812512 @default.
- W2045555907 cites W2087327261 @default.
- W2045555907 cites W2112364618 @default.
- W2045555907 cites W2148633389 @default.
- W2045555907 cites W2981264952 @default.
- W2045555907 cites W3112073073 @default.
- W2045555907 doi "https://doi.org/10.1007/s005210070023" @default.
- W2045555907 hasPublicationYear "2000" @default.
- W2045555907 type Work @default.
- W2045555907 sameAs 2045555907 @default.
- W2045555907 citedByCount "29" @default.
- W2045555907 countsByYear W20455559072012 @default.
- W2045555907 countsByYear W20455559072013 @default.
- W2045555907 countsByYear W20455559072016 @default.
- W2045555907 countsByYear W20455559072017 @default.
- W2045555907 countsByYear W20455559072018 @default.
- W2045555907 countsByYear W20455559072020 @default.
- W2045555907 crossrefType "journal-article" @default.
- W2045555907 hasAuthorship W2045555907A5042449261 @default.
- W2045555907 hasBestOaLocation W20455559072 @default.
- W2045555907 hasConcept C119857082 @default.
- W2045555907 hasConcept C134342201 @default.
- W2045555907 hasConcept C138885662 @default.
- W2045555907 hasConcept C148483581 @default.
- W2045555907 hasConcept C153180895 @default.
- W2045555907 hasConcept C154945302 @default.
- W2045555907 hasConcept C175202392 @default.
- W2045555907 hasConcept C2776401178 @default.
- W2045555907 hasConcept C41008148 @default.
- W2045555907 hasConcept C41895202 @default.
- W2045555907 hasConcept C49937458 @default.
- W2045555907 hasConcept C50644808 @default.
- W2045555907 hasConcept C68597687 @default.
- W2045555907 hasConcept C81917197 @default.
- W2045555907 hasConceptScore W2045555907C119857082 @default.
- W2045555907 hasConceptScore W2045555907C134342201 @default.
- W2045555907 hasConceptScore W2045555907C138885662 @default.
- W2045555907 hasConceptScore W2045555907C148483581 @default.
- W2045555907 hasConceptScore W2045555907C153180895 @default.
- W2045555907 hasConceptScore W2045555907C154945302 @default.
- W2045555907 hasConceptScore W2045555907C175202392 @default.
- W2045555907 hasConceptScore W2045555907C2776401178 @default.
- W2045555907 hasConceptScore W2045555907C41008148 @default.
- W2045555907 hasConceptScore W2045555907C41895202 @default.
- W2045555907 hasConceptScore W2045555907C49937458 @default.
- W2045555907 hasConceptScore W2045555907C50644808 @default.
- W2045555907 hasConceptScore W2045555907C68597687 @default.
- W2045555907 hasConceptScore W2045555907C81917197 @default.
- W2045555907 hasIssue "2" @default.
- W2045555907 hasLocation W20455559071 @default.
- W2045555907 hasLocation W20455559072 @default.
- W2045555907 hasOpenAccess W2045555907 @default.
- W2045555907 hasPrimaryLocation W20455559071 @default.
- W2045555907 hasRelatedWork W1975643538 @default.
- W2045555907 hasRelatedWork W2048220287 @default.
- W2045555907 hasRelatedWork W2067837718 @default.
- W2045555907 hasRelatedWork W2236741694 @default.
- W2045555907 hasRelatedWork W2355754418 @default.
- W2045555907 hasRelatedWork W2355766745 @default.
- W2045555907 hasRelatedWork W2361455248 @default.
- W2045555907 hasRelatedWork W2381770184 @default.
- W2045555907 hasRelatedWork W3210877509 @default.
- W2045555907 hasRelatedWork W4225360065 @default.
- W2045555907 hasVolume "9" @default.
- W2045555907 isParatext "false" @default.
- W2045555907 isRetracted "false" @default.
- W2045555907 magId "2045555907" @default.
- W2045555907 workType "article" @default.