Matches in SemOpenAlex for { <https://semopenalex.org/work/W2899578638> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W2899578638 abstract "In rough set theory, forward heuristic algorithm selects the most important attribute in the process of attribute reduction until the given constraint is satisfied. However, the attributes selected by such strategy may bring us over-fitting. To solve such problem, a new heuristic algorithm is designed: the importance of the attribute is obtained by cross validation and then the Early Stopping is employed to terminate the algorithm if over-fitting occurs. Based on the neighborhood rough set, the heuristic algorithm is compared with the new method over several UCI data sets. The experimental results show that: 1) the proposed algorithm can effectively alleviate over-fitting; 2) the reduct obtained by the new algorithm may offer us better classification performances." @default.
- W2899578638 created "2018-11-16" @default.
- W2899578638 creator A5030350248 @default.
- W2899578638 creator A5033075045 @default.
- W2899578638 creator A5068293265 @default.
- W2899578638 creator A5088259735 @default.
- W2899578638 date "2018-07-01" @default.
- W2899578638 modified "2023-09-24" @default.
- W2899578638 title "Alleviating Over-Fitting in Attribute Reduction: An Early Stopping Strategy" @default.
- W2899578638 cites W1973837973 @default.
- W2899578638 cites W2004915807 @default.
- W2899578638 cites W2022189843 @default.
- W2899578638 cites W2049157258 @default.
- W2899578638 cites W2110183025 @default.
- W2899578638 cites W2111848326 @default.
- W2899578638 cites W2162364423 @default.
- W2899578638 cites W2185258260 @default.
- W2899578638 cites W2329527813 @default.
- W2899578638 cites W2343038205 @default.
- W2899578638 cites W2511098035 @default.
- W2899578638 cites W2525261790 @default.
- W2899578638 cites W2597349510 @default.
- W2899578638 cites W2605548712 @default.
- W2899578638 cites W2605977208 @default.
- W2899578638 cites W2634512861 @default.
- W2899578638 cites W2912707296 @default.
- W2899578638 doi "https://doi.org/10.1109/icwapr.2018.8521316" @default.
- W2899578638 hasPublicationYear "2018" @default.
- W2899578638 type Work @default.
- W2899578638 sameAs 2899578638 @default.
- W2899578638 citedByCount "3" @default.
- W2899578638 countsByYear W28995786382020 @default.
- W2899578638 countsByYear W28995786382021 @default.
- W2899578638 countsByYear W28995786382023 @default.
- W2899578638 crossrefType "proceedings-article" @default.
- W2899578638 hasAuthorship W2899578638A5030350248 @default.
- W2899578638 hasAuthorship W2899578638A5033075045 @default.
- W2899578638 hasAuthorship W2899578638A5068293265 @default.
- W2899578638 hasAuthorship W2899578638A5088259735 @default.
- W2899578638 hasConcept C111335779 @default.
- W2899578638 hasConcept C2524010 @default.
- W2899578638 hasConcept C33923547 @default.
- W2899578638 hasConcept C41008148 @default.
- W2899578638 hasConceptScore W2899578638C111335779 @default.
- W2899578638 hasConceptScore W2899578638C2524010 @default.
- W2899578638 hasConceptScore W2899578638C33923547 @default.
- W2899578638 hasConceptScore W2899578638C41008148 @default.
- W2899578638 hasLocation W28995786381 @default.
- W2899578638 hasOpenAccess W2899578638 @default.
- W2899578638 hasPrimaryLocation W28995786381 @default.
- W2899578638 hasRelatedWork W2093578348 @default.
- W2899578638 hasRelatedWork W2350741829 @default.
- W2899578638 hasRelatedWork W2358668433 @default.
- W2899578638 hasRelatedWork W2376932109 @default.
- W2899578638 hasRelatedWork W2382290278 @default.
- W2899578638 hasRelatedWork W2390279801 @default.
- W2899578638 hasRelatedWork W2538049348 @default.
- W2899578638 hasRelatedWork W2748952813 @default.
- W2899578638 hasRelatedWork W2899084033 @default.
- W2899578638 hasRelatedWork W3032668683 @default.
- W2899578638 isParatext "false" @default.
- W2899578638 isRetracted "false" @default.
- W2899578638 magId "2899578638" @default.
- W2899578638 workType "article" @default.