Matches in SemOpenAlex for { <https://semopenalex.org/work/W2115449743> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2115449743 endingPage "187" @default.
- W2115449743 startingPage "171" @default.
- W2115449743 abstract "Combining the results of a number of individually trained classification systems to obtain a more accurate classifier is a widely used technique in pattern recognition. In this article, we have introduced a rough set based meta classifier to classify web pages. The proposed method consists of two parts. In the first part, the output of every individual classifier is considered for constructing a decision table. In the second part, rough set attribute reduction and rule generation processes are used on the decision table to construct a meta classifier. It has been shown that (1) the performance of the meta classifier is better than the performance of every constituent classifier and, (2) the meta classifier is optimal with respect to a quality measure defined in the article. Experimental studies show that the meta classifier improves accuracy of classification uniformly over some benchmark corpora and beats other ensemble approaches in accuracy by a decisive margin, thus demonstrating the theoretical results. Apart from this, it reduces the CPU load compared to other ensemble classification techniques by removing redundant classifiers from the combination." @default.
- W2115449743 created "2016-06-24" @default.
- W2115449743 creator A5029877298 @default.
- W2115449743 creator A5037803714 @default.
- W2115449743 creator A5061650995 @default.
- W2115449743 date "2007-02-01" @default.
- W2115449743 modified "2023-09-22" @default.
- W2115449743 title "Rough set Based Ensemble Classifier forWeb Page Classification" @default.
- W2115449743 cites W1522930027 @default.
- W2115449743 cites W1557923305 @default.
- W2115449743 cites W1563548348 @default.
- W2115449743 cites W1605688901 @default.
- W2115449743 cites W1655845646 @default.
- W2115449743 cites W1676820704 @default.
- W2115449743 cites W1966280301 @default.
- W2115449743 cites W1989568037 @default.
- W2115449743 cites W2023294425 @default.
- W2115449743 cites W2058982198 @default.
- W2115449743 cites W2087609354 @default.
- W2115449743 cites W2101032959 @default.
- W2115449743 cites W2118250285 @default.
- W2115449743 cites W2124993430 @default.
- W2115449743 cites W2146558435 @default.
- W2115449743 cites W2165980810 @default.
- W2115449743 cites W2912934387 @default.
- W2115449743 cites W4710699 @default.
- W2115449743 cites W2997584555 @default.
- W2115449743 hasPublicationYear "2007" @default.
- W2115449743 type Work @default.
- W2115449743 sameAs 2115449743 @default.
- W2115449743 citedByCount "10" @default.
- W2115449743 countsByYear W21154497432012 @default.
- W2115449743 countsByYear W21154497432013 @default.
- W2115449743 countsByYear W21154497432018 @default.
- W2115449743 countsByYear W21154497432020 @default.
- W2115449743 crossrefType "journal-article" @default.
- W2115449743 hasAuthorship W2115449743A5029877298 @default.
- W2115449743 hasAuthorship W2115449743A5037803714 @default.
- W2115449743 hasAuthorship W2115449743A5061650995 @default.
- W2115449743 hasConcept C106135958 @default.
- W2115449743 hasConcept C111012933 @default.
- W2115449743 hasConcept C119857082 @default.
- W2115449743 hasConcept C12267149 @default.
- W2115449743 hasConcept C124101348 @default.
- W2115449743 hasConcept C139532973 @default.
- W2115449743 hasConcept C153180895 @default.
- W2115449743 hasConcept C154945302 @default.
- W2115449743 hasConcept C173102733 @default.
- W2115449743 hasConcept C185207860 @default.
- W2115449743 hasConcept C40651066 @default.
- W2115449743 hasConcept C41008148 @default.
- W2115449743 hasConcept C52001869 @default.
- W2115449743 hasConcept C52620605 @default.
- W2115449743 hasConcept C95623464 @default.
- W2115449743 hasConceptScore W2115449743C106135958 @default.
- W2115449743 hasConceptScore W2115449743C111012933 @default.
- W2115449743 hasConceptScore W2115449743C119857082 @default.
- W2115449743 hasConceptScore W2115449743C12267149 @default.
- W2115449743 hasConceptScore W2115449743C124101348 @default.
- W2115449743 hasConceptScore W2115449743C139532973 @default.
- W2115449743 hasConceptScore W2115449743C153180895 @default.
- W2115449743 hasConceptScore W2115449743C154945302 @default.
- W2115449743 hasConceptScore W2115449743C173102733 @default.
- W2115449743 hasConceptScore W2115449743C185207860 @default.
- W2115449743 hasConceptScore W2115449743C40651066 @default.
- W2115449743 hasConceptScore W2115449743C41008148 @default.
- W2115449743 hasConceptScore W2115449743C52001869 @default.
- W2115449743 hasConceptScore W2115449743C52620605 @default.
- W2115449743 hasConceptScore W2115449743C95623464 @default.
- W2115449743 hasIssue "1" @default.
- W2115449743 hasLocation W21154497431 @default.
- W2115449743 hasOpenAccess W2115449743 @default.
- W2115449743 hasPrimaryLocation W21154497431 @default.
- W2115449743 hasRelatedWork W1522390560 @default.
- W2115449743 hasRelatedWork W1557923305 @default.
- W2115449743 hasRelatedWork W1572728438 @default.
- W2115449743 hasRelatedWork W1964081096 @default.
- W2115449743 hasRelatedWork W2068840768 @default.
- W2115449743 hasRelatedWork W2113242816 @default.
- W2115449743 hasRelatedWork W2118417785 @default.
- W2115449743 hasRelatedWork W2170408034 @default.
- W2115449743 hasRelatedWork W2273564766 @default.
- W2115449743 hasRelatedWork W2297523472 @default.
- W2115449743 hasRelatedWork W2348572249 @default.
- W2115449743 hasRelatedWork W2363416770 @default.
- W2115449743 hasRelatedWork W2366250006 @default.
- W2115449743 hasRelatedWork W2366905483 @default.
- W2115449743 hasRelatedWork W2377504466 @default.
- W2115449743 hasRelatedWork W2379570142 @default.
- W2115449743 hasRelatedWork W2912934387 @default.
- W2115449743 hasRelatedWork W58702947 @default.
- W2115449743 hasRelatedWork W1574026741 @default.
- W2115449743 hasRelatedWork W3139983161 @default.
- W2115449743 hasVolume "76" @default.
- W2115449743 isParatext "false" @default.
- W2115449743 isRetracted "false" @default.
- W2115449743 magId "2115449743" @default.
- W2115449743 workType "article" @default.