Matches in SemOpenAlex for { <https://semopenalex.org/work/W174066474> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W174066474 endingPage "382" @default.
- W174066474 startingPage "379" @default.
- W174066474 abstract "This paper introduces ADHOC (Automatic Discoverer of Higher-Order Correlation), an algorithm that combines the advantages of both filter and feedback models to enhance the understanding of the given data and to increase the efficiency of the feature selection process. ADHOC partitions the observed features into a number of groups, called factors, that reflect the major dimensions of the phenomenon under consideration. The set of learned factors define the starting point of the search of the best performing feature subset. A genetic algorithm is used to explore the feature space originated by the factors and to determine the set of most informative feature configurations. The feature subset evaluation function is the performance of the induction algorithm. This approach offers three main advantages: (i) the likelihood of selecting good performing features grows; (ii) the complexity of search diminishes consistently; (iii) the possibility of selecting a bad feature subset due to overfitting problems decreases. Extensive experiments on real-world data have been conducted to demonstrate the effectiveness of ADHOC as data reduction technique as well as feature selection method." @default.
- W174066474 created "2016-06-24" @default.
- W174066474 creator A5040796351 @default.
- W174066474 creator A5088473227 @default.
- W174066474 date "1996-08-02" @default.
- W174066474 modified "2023-09-23" @default.
- W174066474 title "Performing effective feature selection by investigating the deep structure of the data" @default.
- W174066474 cites W1494166964 @default.
- W174066474 cites W1619226191 @default.
- W174066474 cites W2061334173 @default.
- W174066474 cites W2089933214 @default.
- W174066474 cites W2102009083 @default.
- W174066474 cites W2142334564 @default.
- W174066474 cites W2171816001 @default.
- W174066474 cites W3112020351 @default.
- W174066474 hasPublicationYear "1996" @default.
- W174066474 type Work @default.
- W174066474 sameAs 174066474 @default.
- W174066474 citedByCount "12" @default.
- W174066474 countsByYear W1740664742018 @default.
- W174066474 crossrefType "proceedings-article" @default.
- W174066474 hasAuthorship W174066474A5040796351 @default.
- W174066474 hasAuthorship W174066474A5088473227 @default.
- W174066474 hasConcept C106131492 @default.
- W174066474 hasConcept C111919701 @default.
- W174066474 hasConcept C119857082 @default.
- W174066474 hasConcept C124101348 @default.
- W174066474 hasConcept C138885662 @default.
- W174066474 hasConcept C148483581 @default.
- W174066474 hasConcept C153180895 @default.
- W174066474 hasConcept C154945302 @default.
- W174066474 hasConcept C16811321 @default.
- W174066474 hasConcept C177264268 @default.
- W174066474 hasConcept C199360897 @default.
- W174066474 hasConcept C22019652 @default.
- W174066474 hasConcept C2776401178 @default.
- W174066474 hasConcept C31972630 @default.
- W174066474 hasConcept C41008148 @default.
- W174066474 hasConcept C41895202 @default.
- W174066474 hasConcept C50644808 @default.
- W174066474 hasConcept C83665646 @default.
- W174066474 hasConcept C98045186 @default.
- W174066474 hasConceptScore W174066474C106131492 @default.
- W174066474 hasConceptScore W174066474C111919701 @default.
- W174066474 hasConceptScore W174066474C119857082 @default.
- W174066474 hasConceptScore W174066474C124101348 @default.
- W174066474 hasConceptScore W174066474C138885662 @default.
- W174066474 hasConceptScore W174066474C148483581 @default.
- W174066474 hasConceptScore W174066474C153180895 @default.
- W174066474 hasConceptScore W174066474C154945302 @default.
- W174066474 hasConceptScore W174066474C16811321 @default.
- W174066474 hasConceptScore W174066474C177264268 @default.
- W174066474 hasConceptScore W174066474C199360897 @default.
- W174066474 hasConceptScore W174066474C22019652 @default.
- W174066474 hasConceptScore W174066474C2776401178 @default.
- W174066474 hasConceptScore W174066474C31972630 @default.
- W174066474 hasConceptScore W174066474C41008148 @default.
- W174066474 hasConceptScore W174066474C41895202 @default.
- W174066474 hasConceptScore W174066474C50644808 @default.
- W174066474 hasConceptScore W174066474C83665646 @default.
- W174066474 hasConceptScore W174066474C98045186 @default.
- W174066474 hasLocation W1740664741 @default.
- W174066474 hasOpenAccess W174066474 @default.
- W174066474 hasPrimaryLocation W1740664741 @default.
- W174066474 hasRelatedWork W1553244859 @default.
- W174066474 hasRelatedWork W1573122063 @default.
- W174066474 hasRelatedWork W1576818901 @default.
- W174066474 hasRelatedWork W1619226191 @default.
- W174066474 hasRelatedWork W190437827 @default.
- W174066474 hasRelatedWork W2044325247 @default.
- W174066474 hasRelatedWork W2084812512 @default.
- W174066474 hasRelatedWork W2087327261 @default.
- W174066474 hasRelatedWork W2122111042 @default.
- W174066474 hasRelatedWork W2130759652 @default.
- W174066474 hasRelatedWork W2133462743 @default.
- W174066474 hasRelatedWork W2139748031 @default.
- W174066474 hasRelatedWork W2560476484 @default.
- W174066474 hasRelatedWork W2694739674 @default.
- W174066474 hasRelatedWork W2762646486 @default.
- W174066474 hasRelatedWork W2920835217 @default.
- W174066474 hasRelatedWork W3011438077 @default.
- W174066474 hasRelatedWork W2004338242 @default.
- W174066474 hasRelatedWork W2472882072 @default.
- W174066474 hasRelatedWork W2894515000 @default.
- W174066474 isParatext "false" @default.
- W174066474 isRetracted "false" @default.
- W174066474 magId "174066474" @default.
- W174066474 workType "article" @default.