Matches in SemOpenAlex for { <https://semopenalex.org/work/W2483140868> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2483140868 abstract "Efficient classification and feature extraction techniques pave an effective way for diagnosing cancers from microarray datasets. It has been observed that the conventional classification techniques have major limitations in discriminating the genes accurately. However, such kind of problems can be addressed by an ensemble technique to a great extent. In this paper, a hybrid RotBagg ensemble framework has been proposed to address the problem specified above. This technique is an integration of Rotation Forest and Bagging ensemble which in turn preserves the basic characteristics of ensemble architecture i.e., diversity and accuracy. Three different feature selection techniques are employed to select subsets of genes to improve the effectiveness and generalization of the RotBagg ensemble. The efficiency is validated through five microarray datasets and also compared with the results of base learners. The experimental results show that the correlation based FRFR with PCA-based RotBagg ensemble form a highly efficient classification model." @default.
- W2483140868 created "2016-08-23" @default.
- W2483140868 creator A5008154038 @default.
- W2483140868 date "2016-01-01" @default.
- W2483140868 modified "2023-09-27" @default.
- W2483140868 title "Hybrid Ensemble Learning Methods for Classification of Microarray Data" @default.
- W2483140868 cites W1534477342 @default.
- W2483140868 cites W1605688901 @default.
- W2483140868 cites W1865546541 @default.
- W2483140868 cites W1984000692 @default.
- W2483140868 cites W1988790447 @default.
- W2483140868 cites W1989540221 @default.
- W2483140868 cites W1996202672 @default.
- W2483140868 cites W2005827916 @default.
- W2483140868 cites W2017337590 @default.
- W2483140868 cites W2017396468 @default.
- W2483140868 cites W2022290342 @default.
- W2483140868 cites W2022892346 @default.
- W2483140868 cites W2043509863 @default.
- W2483140868 cites W2053154970 @default.
- W2483140868 cites W2085945136 @default.
- W2483140868 cites W2088851040 @default.
- W2483140868 cites W2097413644 @default.
- W2483140868 cites W2107956883 @default.
- W2483140868 cites W2108704825 @default.
- W2483140868 cites W2115335928 @default.
- W2483140868 cites W2115629999 @default.
- W2483140868 cites W2117004913 @default.
- W2483140868 cites W2134389439 @default.
- W2483140868 cites W2135293965 @default.
- W2483140868 cites W2136155797 @default.
- W2483140868 cites W2149954962 @default.
- W2483140868 cites W2167114860 @default.
- W2483140868 cites W2169038408 @default.
- W2483140868 cites W2337268483 @default.
- W2483140868 cites W2911964244 @default.
- W2483140868 cites W4212883601 @default.
- W2483140868 cites W4246697467 @default.
- W2483140868 doi "https://doi.org/10.4018/978-1-5225-0427-6.ch002" @default.
- W2483140868 hasPublicationYear "2016" @default.
- W2483140868 type Work @default.
- W2483140868 sameAs 2483140868 @default.
- W2483140868 citedByCount "0" @default.
- W2483140868 crossrefType "book-chapter" @default.
- W2483140868 hasAuthorship W2483140868A5008154038 @default.
- W2483140868 hasConcept C119857082 @default.
- W2483140868 hasConcept C153180895 @default.
- W2483140868 hasConcept C154945302 @default.
- W2483140868 hasConcept C41008148 @default.
- W2483140868 hasConcept C45942800 @default.
- W2483140868 hasConceptScore W2483140868C119857082 @default.
- W2483140868 hasConceptScore W2483140868C153180895 @default.
- W2483140868 hasConceptScore W2483140868C154945302 @default.
- W2483140868 hasConceptScore W2483140868C41008148 @default.
- W2483140868 hasConceptScore W2483140868C45942800 @default.
- W2483140868 hasLocation W24831408681 @default.
- W2483140868 hasOpenAccess W2483140868 @default.
- W2483140868 hasPrimaryLocation W24831408681 @default.
- W2483140868 hasRelatedWork W1485372902 @default.
- W2483140868 hasRelatedWork W1576116801 @default.
- W2483140868 hasRelatedWork W159615112 @default.
- W2483140868 hasRelatedWork W1605937521 @default.
- W2483140868 hasRelatedWork W1973461855 @default.
- W2483140868 hasRelatedWork W1984459577 @default.
- W2483140868 hasRelatedWork W2005596117 @default.
- W2483140868 hasRelatedWork W2067953854 @default.
- W2483140868 hasRelatedWork W2070033304 @default.
- W2483140868 hasRelatedWork W2090009938 @default.
- W2483140868 hasRelatedWork W2091588378 @default.
- W2483140868 hasRelatedWork W2622337911 @default.
- W2483140868 hasRelatedWork W2790967548 @default.
- W2483140868 hasRelatedWork W2922102201 @default.
- W2483140868 hasRelatedWork W2955139341 @default.
- W2483140868 hasRelatedWork W3008408182 @default.
- W2483140868 hasRelatedWork W3135383184 @default.
- W2483140868 hasRelatedWork W3135862413 @default.
- W2483140868 hasRelatedWork W3201454365 @default.
- W2483140868 hasRelatedWork W2319821845 @default.
- W2483140868 isParatext "false" @default.
- W2483140868 isRetracted "false" @default.
- W2483140868 magId "2483140868" @default.
- W2483140868 workType "book-chapter" @default.