Matches in SemOpenAlex for { <https://semopenalex.org/work/W3172826404> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W3172826404 abstract "Association classification (AC) has p-roven to be a promising approach in data mining by integrating association mining and classification. The evidential association rule-based classification (EARC), as an extension of AC in belief function framework, is an effective classification model for addressing multiple uncertainties in real-world applications, but it encounters difficulties in dealing with high-dimensional data. To adapt the EARC to high-dimensional data, an improved evidential association classification method, called EARC-HD, is developed based on four stages: entropy-based fuzzy partition, evidential class association rule mining, rule prescreening and genetic rule selection. Comparing with EARC, an entropy-based fuzzy partition strategy is designed for deriving a series of fuzzy regions, with which some irrelevant attributes can be deleted. Moreover, the number of antecedent attributes is limited for effectively reducing the computational complexity in rule generation. To improve the efficiency of the classifier, the techniques of redundancy reduction and subgroup discovery are used for prescreening the mined rule set before a genetic rule selection process. Experimental results based on real-world datasets demonstrate the effectiveness of the proposed method in dealing with high-dimensional problems." @default.
- W3172826404 created "2021-06-22" @default.
- W3172826404 creator A5023412349 @default.
- W3172826404 creator A5039390586 @default.
- W3172826404 creator A5064885193 @default.
- W3172826404 date "2021-04-24" @default.
- W3172826404 modified "2023-09-25" @default.
- W3172826404 title "Evidential Association Classification for High-Dimensional Data" @default.
- W3172826404 cites W139482607 @default.
- W3172826404 cites W1488440450 @default.
- W3172826404 cites W2079310233 @default.
- W3172826404 cites W2097994458 @default.
- W3172826404 cites W2122558540 @default.
- W3172826404 cites W2138061404 @default.
- W3172826404 cites W2140460921 @default.
- W3172826404 cites W2588221482 @default.
- W3172826404 cites W2738592469 @default.
- W3172826404 cites W3002412300 @default.
- W3172826404 cites W3012871725 @default.
- W3172826404 cites W3048352656 @default.
- W3172826404 cites W4236791902 @default.
- W3172826404 cites W4301347335 @default.
- W3172826404 doi "https://doi.org/10.1109/icccbda51879.2021.9442509" @default.
- W3172826404 hasPublicationYear "2021" @default.
- W3172826404 type Work @default.
- W3172826404 sameAs 3172826404 @default.
- W3172826404 citedByCount "1" @default.
- W3172826404 countsByYear W31728264042022 @default.
- W3172826404 crossrefType "proceedings-article" @default.
- W3172826404 hasAuthorship W3172826404A5023412349 @default.
- W3172826404 hasAuthorship W3172826404A5039390586 @default.
- W3172826404 hasAuthorship W3172826404A5064885193 @default.
- W3172826404 hasConcept C106301342 @default.
- W3172826404 hasConcept C107327155 @default.
- W3172826404 hasConcept C111012933 @default.
- W3172826404 hasConcept C111919701 @default.
- W3172826404 hasConcept C119857082 @default.
- W3172826404 hasConcept C121332964 @default.
- W3172826404 hasConcept C124101348 @default.
- W3172826404 hasConcept C148483581 @default.
- W3172826404 hasConcept C152124472 @default.
- W3172826404 hasConcept C154945302 @default.
- W3172826404 hasConcept C156201811 @default.
- W3172826404 hasConcept C193524817 @default.
- W3172826404 hasConcept C41008148 @default.
- W3172826404 hasConcept C42011625 @default.
- W3172826404 hasConcept C58166 @default.
- W3172826404 hasConcept C62520636 @default.
- W3172826404 hasConcept C95623464 @default.
- W3172826404 hasConcept C97944126 @default.
- W3172826404 hasConceptScore W3172826404C106301342 @default.
- W3172826404 hasConceptScore W3172826404C107327155 @default.
- W3172826404 hasConceptScore W3172826404C111012933 @default.
- W3172826404 hasConceptScore W3172826404C111919701 @default.
- W3172826404 hasConceptScore W3172826404C119857082 @default.
- W3172826404 hasConceptScore W3172826404C121332964 @default.
- W3172826404 hasConceptScore W3172826404C124101348 @default.
- W3172826404 hasConceptScore W3172826404C148483581 @default.
- W3172826404 hasConceptScore W3172826404C152124472 @default.
- W3172826404 hasConceptScore W3172826404C154945302 @default.
- W3172826404 hasConceptScore W3172826404C156201811 @default.
- W3172826404 hasConceptScore W3172826404C193524817 @default.
- W3172826404 hasConceptScore W3172826404C41008148 @default.
- W3172826404 hasConceptScore W3172826404C42011625 @default.
- W3172826404 hasConceptScore W3172826404C58166 @default.
- W3172826404 hasConceptScore W3172826404C62520636 @default.
- W3172826404 hasConceptScore W3172826404C95623464 @default.
- W3172826404 hasConceptScore W3172826404C97944126 @default.
- W3172826404 hasFunder F4320321001 @default.
- W3172826404 hasFunder F4320321543 @default.
- W3172826404 hasFunder F4320335787 @default.
- W3172826404 hasLocation W31728264041 @default.
- W3172826404 hasOpenAccess W3172826404 @default.
- W3172826404 hasPrimaryLocation W31728264041 @default.
- W3172826404 hasRelatedWork W2059461881 @default.
- W3172826404 hasRelatedWork W2073087698 @default.
- W3172826404 hasRelatedWork W2089218601 @default.
- W3172826404 hasRelatedWork W2092627177 @default.
- W3172826404 hasRelatedWork W2097600606 @default.
- W3172826404 hasRelatedWork W2348794337 @default.
- W3172826404 hasRelatedWork W2359873830 @default.
- W3172826404 hasRelatedWork W2385948438 @default.
- W3172826404 hasRelatedWork W3200179079 @default.
- W3172826404 hasRelatedWork W4200126102 @default.
- W3172826404 isParatext "false" @default.
- W3172826404 isRetracted "false" @default.
- W3172826404 magId "3172826404" @default.
- W3172826404 workType "article" @default.