Matches in SemOpenAlex for { <https://semopenalex.org/work/W4362565562> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4362565562 abstract "Microarray techniques are widely employed to monitor the gene expressions that are responsible for causing cancer. Freely available microarray lymphoma dataset encompassing 7,129 features with 58 samples in Diffuse Large B-Cell Lymphoma (DLBCL) and 19 samples in Follicular Lymphoma (FL) are employed in this research. Feature selection is very crucial for classification of microarray lymphoma cancer that is of high dimension. This paper recommends a structure exploiting two stages of feature selection to classify the lymphoma cancer. The primary stage of feature selection is performed using correlation dependent feature selection technique and then K-means clustering is applied at the secondary stage to gain substantial features. Later those features are classified as DLBCL and FL by means of Decision Tree, Artificial Neural Network and Elephant Search classifiers. The results infer that the Elephant Search classifier gives a higher accuracy of 94.95% for DLBCL cases and also an accuracy of 96.23% for FL cases. It is also concluded that the two stage feature selection techniques together with Elephant Search classifier has reached an improved accuracy in comparison with other added classifiers used in this paper." @default.
- W4362565562 created "2023-04-06" @default.
- W4362565562 creator A5022354867 @default.
- W4362565562 creator A5075861929 @default.
- W4362565562 creator A5090881861 @default.
- W4362565562 date "2023-01-01" @default.
- W4362565562 modified "2023-09-24" @default.
- W4362565562 title "Lymphoma cancer data classification with eminent features" @default.
- W4362565562 cites W1964042173 @default.
- W4362565562 cites W1968072716 @default.
- W4362565562 cites W2037796411 @default.
- W4362565562 cites W2048627563 @default.
- W4362565562 cites W2059687940 @default.
- W4362565562 cites W2064208261 @default.
- W4362565562 cites W2065241920 @default.
- W4362565562 cites W2065435756 @default.
- W4362565562 cites W2081415962 @default.
- W4362565562 cites W2099975513 @default.
- W4362565562 cites W2107202569 @default.
- W4362565562 cites W2154053567 @default.
- W4362565562 doi "https://doi.org/10.1063/5.0125233" @default.
- W4362565562 hasPublicationYear "2023" @default.
- W4362565562 type Work @default.
- W4362565562 citedByCount "0" @default.
- W4362565562 crossrefType "proceedings-article" @default.
- W4362565562 hasAuthorship W4362565562A5022354867 @default.
- W4362565562 hasAuthorship W4362565562A5075861929 @default.
- W4362565562 hasAuthorship W4362565562A5090881861 @default.
- W4362565562 hasBestOaLocation W43625655621 @default.
- W4362565562 hasConcept C148483581 @default.
- W4362565562 hasConcept C153180895 @default.
- W4362565562 hasConcept C154945302 @default.
- W4362565562 hasConcept C203014093 @default.
- W4362565562 hasConcept C2777058707 @default.
- W4362565562 hasConcept C2779338263 @default.
- W4362565562 hasConcept C41008148 @default.
- W4362565562 hasConcept C73555534 @default.
- W4362565562 hasConcept C84525736 @default.
- W4362565562 hasConcept C86803240 @default.
- W4362565562 hasConcept C95623464 @default.
- W4362565562 hasConceptScore W4362565562C148483581 @default.
- W4362565562 hasConceptScore W4362565562C153180895 @default.
- W4362565562 hasConceptScore W4362565562C154945302 @default.
- W4362565562 hasConceptScore W4362565562C203014093 @default.
- W4362565562 hasConceptScore W4362565562C2777058707 @default.
- W4362565562 hasConceptScore W4362565562C2779338263 @default.
- W4362565562 hasConceptScore W4362565562C41008148 @default.
- W4362565562 hasConceptScore W4362565562C73555534 @default.
- W4362565562 hasConceptScore W4362565562C84525736 @default.
- W4362565562 hasConceptScore W4362565562C86803240 @default.
- W4362565562 hasConceptScore W4362565562C95623464 @default.
- W4362565562 hasLocation W43625655621 @default.
- W4362565562 hasOpenAccess W4362565562 @default.
- W4362565562 hasPrimaryLocation W43625655621 @default.
- W4362565562 hasRelatedWork W2001652754 @default.
- W4362565562 hasRelatedWork W2379065761 @default.
- W4362565562 hasRelatedWork W2549006548 @default.
- W4362565562 hasRelatedWork W2807311372 @default.
- W4362565562 hasRelatedWork W3010923102 @default.
- W4362565562 hasRelatedWork W3043252291 @default.
- W4362565562 hasRelatedWork W3210877509 @default.
- W4362565562 hasRelatedWork W4214932115 @default.
- W4362565562 hasRelatedWork W4307883119 @default.
- W4362565562 hasRelatedWork W2345184372 @default.
- W4362565562 isParatext "false" @default.
- W4362565562 isRetracted "false" @default.
- W4362565562 workType "article" @default.