Matches in SemOpenAlex for { <https://semopenalex.org/work/W2501607694> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W2501607694 abstract "In this paper, we present a hybridized univariate and multivariate approach for optimal gene selection. This method seeks to find the optimal subset of genes of interest known as informative genes and maximize the accuracy of the model with reduction percentage. The merit of this approach is analyzed by experimental results on six benchmark datasets such as Leukemia, Breast Cancer and Lung Cancer, Hepatitis, Lymphoma and Embryonal Tumor and results showed an impressive accuracy. The classification accuracy of original dataset and informative genes selected using proposed model has been compared based on Naive Bayesian, Multi-layer Perceptron and Support Vector Machine classifiers. Finally, the performance of selected informative gene subsets have been measured using few probabilistic measures such as; Balanced Classification Rate (BCR), F-Measure, Jaccard Index (JI), Adjusted Random Index (ARI), Normalized Mutual Information (NMI), and Purity and the results obtained from these measures establishes our algorithm for selecting informative genes." @default.
- W2501607694 created "2016-08-23" @default.
- W2501607694 creator A5004788462 @default.
- W2501607694 creator A5080072360 @default.
- W2501607694 date "2016-01-01" @default.
- W2501607694 modified "2023-09-22" @default.
- W2501607694 title "HYBRIDIZED UNIVARIATE AND MULTIVARIATE FILTER BASED APPROACHES FOR GENE SELECTION" @default.
- W2501607694 cites W1443364857 @default.
- W2501607694 cites W1595537649 @default.
- W2501607694 cites W1851861644 @default.
- W2501607694 cites W1963630472 @default.
- W2501607694 cites W1974136583 @default.
- W2501607694 cites W1981653086 @default.
- W2501607694 cites W1983772724 @default.
- W2501607694 cites W1989540221 @default.
- W2501607694 cites W2002352636 @default.
- W2501607694 cites W2002532360 @default.
- W2501607694 cites W2009385507 @default.
- W2501607694 cites W2040288173 @default.
- W2501607694 cites W2064161057 @default.
- W2501607694 cites W2093010752 @default.
- W2501607694 cites W2093396371 @default.
- W2501607694 cites W2101207645 @default.
- W2501607694 cites W2109363337 @default.
- W2501607694 cites W2119387367 @default.
- W2501607694 cites W2140190241 @default.
- W2501607694 cites W2142594886 @default.
- W2501607694 cites W2147246240 @default.
- W2501607694 cites W2167101736 @default.
- W2501607694 cites W2169353679 @default.
- W2501607694 cites W2170212096 @default.
- W2501607694 cites W2177547793 @default.
- W2501607694 cites W2189044614 @default.
- W2501607694 cites W2191741682 @default.
- W2501607694 cites W2280214703 @default.
- W2501607694 cites W2296367925 @default.
- W2501607694 cites W2325026561 @default.
- W2501607694 cites W2326324325 @default.
- W2501607694 cites W2335920499 @default.
- W2501607694 cites W2488896054 @default.
- W2501607694 cites W605651133 @default.
- W2501607694 cites W91700548 @default.
- W2501607694 cites W2324662912 @default.
- W2501607694 hasPublicationYear "2016" @default.
- W2501607694 type Work @default.
- W2501607694 sameAs 2501607694 @default.
- W2501607694 citedByCount "1" @default.
- W2501607694 countsByYear W25016076942018 @default.
- W2501607694 crossrefType "journal-article" @default.
- W2501607694 hasAuthorship W2501607694A5004788462 @default.
- W2501607694 hasAuthorship W2501607694A5080072360 @default.
- W2501607694 hasConcept C105795698 @default.
- W2501607694 hasConcept C119857082 @default.
- W2501607694 hasConcept C12267149 @default.
- W2501607694 hasConcept C124101348 @default.
- W2501607694 hasConcept C153180895 @default.
- W2501607694 hasConcept C154945302 @default.
- W2501607694 hasConcept C161584116 @default.
- W2501607694 hasConcept C199163554 @default.
- W2501607694 hasConcept C203519979 @default.
- W2501607694 hasConcept C33923547 @default.
- W2501607694 hasConcept C41008148 @default.
- W2501607694 hasConcept C50644808 @default.
- W2501607694 hasConcept C52001869 @default.
- W2501607694 hasConcept C60908668 @default.
- W2501607694 hasConceptScore W2501607694C105795698 @default.
- W2501607694 hasConceptScore W2501607694C119857082 @default.
- W2501607694 hasConceptScore W2501607694C12267149 @default.
- W2501607694 hasConceptScore W2501607694C124101348 @default.
- W2501607694 hasConceptScore W2501607694C153180895 @default.
- W2501607694 hasConceptScore W2501607694C154945302 @default.
- W2501607694 hasConceptScore W2501607694C161584116 @default.
- W2501607694 hasConceptScore W2501607694C199163554 @default.
- W2501607694 hasConceptScore W2501607694C203519979 @default.
- W2501607694 hasConceptScore W2501607694C33923547 @default.
- W2501607694 hasConceptScore W2501607694C41008148 @default.
- W2501607694 hasConceptScore W2501607694C50644808 @default.
- W2501607694 hasConceptScore W2501607694C52001869 @default.
- W2501607694 hasConceptScore W2501607694C60908668 @default.
- W2501607694 hasLocation W25016076941 @default.
- W2501607694 hasOpenAccess W2501607694 @default.
- W2501607694 hasPrimaryLocation W25016076941 @default.
- W2501607694 hasRelatedWork W2113847750 @default.
- W2501607694 hasRelatedWork W2312368227 @default.
- W2501607694 hasRelatedWork W2460838700 @default.
- W2501607694 isParatext "false" @default.
- W2501607694 isRetracted "false" @default.
- W2501607694 magId "2501607694" @default.
- W2501607694 workType "article" @default.