Matches in SemOpenAlex for { <https://semopenalex.org/work/W10015831> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W10015831 abstract "In this paper we will describe a process for selecting relevant features in unsupervised learning paradigms using a new weighted approachs: local weight observation and global weight observation This new methods are based on the self organizing map (SOM) model and feature weighting. These learning algorithms provide cluster characterization by determining the feature weights within each cluster. We will describe extensive testing using a novel statistical method for unsupervised feature selection. Our approach demonstrates the efficiency and effectiveness of this method in dealing with high dimensional data for simultaneous clustering and weighting. These models are tested on a wide variety of datasets, showing a better performance for new algorithms or classical SOM algorithm. We can also show that through deferent means of visualization, OBS-SOM, and GObs-SOM algorithms provide various pieces of information that could be used in practical applications." @default.
- W10015831 created "2016-06-24" @default.
- W10015831 creator A5027500742 @default.
- W10015831 creator A5066945981 @default.
- W10015831 creator A5071108176 @default.
- W10015831 date "2011-01-01" @default.
- W10015831 modified "2023-10-04" @default.
- W10015831 title "Unsupervised Local and Global Weighting for Feature Selection" @default.
- W10015831 cites W1992419399 @default.
- W10015831 cites W2037414882 @default.
- W10015831 cites W2071269753 @default.
- W10015831 cites W2110802877 @default.
- W10015831 cites W2133097426 @default.
- W10015831 cites W4213332169 @default.
- W10015831 cites W4241075668 @default.
- W10015831 cites W4245176872 @default.
- W10015831 doi "https://doi.org/10.1007/978-3-642-21524-7_34" @default.
- W10015831 hasPublicationYear "2011" @default.
- W10015831 type Work @default.
- W10015831 sameAs 10015831 @default.
- W10015831 citedByCount "1" @default.
- W10015831 crossrefType "book-chapter" @default.
- W10015831 hasAuthorship W10015831A5027500742 @default.
- W10015831 hasAuthorship W10015831A5066945981 @default.
- W10015831 hasAuthorship W10015831A5071108176 @default.
- W10015831 hasConcept C111168008 @default.
- W10015831 hasConcept C111919701 @default.
- W10015831 hasConcept C119857082 @default.
- W10015831 hasConcept C124101348 @default.
- W10015831 hasConcept C126838900 @default.
- W10015831 hasConcept C138885662 @default.
- W10015831 hasConcept C148483581 @default.
- W10015831 hasConcept C153180895 @default.
- W10015831 hasConcept C154945302 @default.
- W10015831 hasConcept C183115368 @default.
- W10015831 hasConcept C2776401178 @default.
- W10015831 hasConcept C36464697 @default.
- W10015831 hasConcept C41008148 @default.
- W10015831 hasConcept C41895202 @default.
- W10015831 hasConcept C71924100 @default.
- W10015831 hasConcept C73555534 @default.
- W10015831 hasConcept C8038995 @default.
- W10015831 hasConcept C81917197 @default.
- W10015831 hasConcept C98045186 @default.
- W10015831 hasConceptScore W10015831C111168008 @default.
- W10015831 hasConceptScore W10015831C111919701 @default.
- W10015831 hasConceptScore W10015831C119857082 @default.
- W10015831 hasConceptScore W10015831C124101348 @default.
- W10015831 hasConceptScore W10015831C126838900 @default.
- W10015831 hasConceptScore W10015831C138885662 @default.
- W10015831 hasConceptScore W10015831C148483581 @default.
- W10015831 hasConceptScore W10015831C153180895 @default.
- W10015831 hasConceptScore W10015831C154945302 @default.
- W10015831 hasConceptScore W10015831C183115368 @default.
- W10015831 hasConceptScore W10015831C2776401178 @default.
- W10015831 hasConceptScore W10015831C36464697 @default.
- W10015831 hasConceptScore W10015831C41008148 @default.
- W10015831 hasConceptScore W10015831C41895202 @default.
- W10015831 hasConceptScore W10015831C71924100 @default.
- W10015831 hasConceptScore W10015831C73555534 @default.
- W10015831 hasConceptScore W10015831C8038995 @default.
- W10015831 hasConceptScore W10015831C81917197 @default.
- W10015831 hasConceptScore W10015831C98045186 @default.
- W10015831 hasLocation W100158311 @default.
- W10015831 hasOpenAccess W10015831 @default.
- W10015831 hasPrimaryLocation W100158311 @default.
- W10015831 hasRelatedWork W1521988464 @default.
- W10015831 hasRelatedWork W1980945904 @default.
- W10015831 hasRelatedWork W1999230342 @default.
- W10015831 hasRelatedWork W2019271078 @default.
- W10015831 hasRelatedWork W2069802483 @default.
- W10015831 hasRelatedWork W2095310910 @default.
- W10015831 hasRelatedWork W2106372467 @default.
- W10015831 hasRelatedWork W2110840421 @default.
- W10015831 hasRelatedWork W2111533578 @default.
- W10015831 hasRelatedWork W2139500991 @default.
- W10015831 hasRelatedWork W2154374700 @default.
- W10015831 hasRelatedWork W2160853441 @default.
- W10015831 hasRelatedWork W2468718006 @default.
- W10015831 hasRelatedWork W2766916706 @default.
- W10015831 hasRelatedWork W2833504722 @default.
- W10015831 hasRelatedWork W2998577728 @default.
- W10015831 hasRelatedWork W3048975637 @default.
- W10015831 hasRelatedWork W3124286774 @default.
- W10015831 hasRelatedWork W3129206873 @default.
- W10015831 hasRelatedWork W3158891422 @default.
- W10015831 isParatext "false" @default.
- W10015831 isRetracted "false" @default.
- W10015831 magId "10015831" @default.
- W10015831 workType "book-chapter" @default.