Matches in SemOpenAlex for { <https://semopenalex.org/work/W4293827479> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W4293827479 endingPage "309" @default.
- W4293827479 startingPage "301" @default.
- W4293827479 abstract "The feature selection in classification tasks as a need for diagnosing a fault in rotating machinery exceedingly plays a very notable role in the machine learning framework. Consequently, this study proposes a combination of a correlation technique with exhaustive search as a feature selection method for diagnosing rotating machinery faults. In any case, this method can be called as a hybrid method because it combines between the correlation technique as a filter method and an exhaustive search as a wrapper method. The correlation of each feature with the target of labeling normal and abnormal information is measured by Pearson’s correlation matric, in which abnormal conditions indicate a failure in the rotating machinery. The top five best correlations at this stage are taken as the selected feature in the filtering stage. Based on these features selected, each feature is combined and its performance is considered through the training of a classification model. The combination of features with the highest accuracy is the final selected feature subset. Finally, the proposed method is able to successfully demonstrate the diagnosis of rotating machinery faults with normal and abnormal classification." @default.
- W4293827479 created "2022-08-31" @default.
- W4293827479 creator A5002227636 @default.
- W4293827479 creator A5030146723 @default.
- W4293827479 creator A5074375633 @default.
- W4293827479 date "2022-08-19" @default.
- W4293827479 modified "2023-10-16" @default.
- W4293827479 title "Combining Correlation Technique with Exhaustive Search Feature Selection Method for Rotating Machinery Fault Diagnosis" @default.
- W4293827479 cites W2080184650 @default.
- W4293827479 cites W2782356391 @default.
- W4293827479 cites W2792730533 @default.
- W4293827479 cites W2803393527 @default.
- W4293827479 cites W2903975238 @default.
- W4293827479 cites W2983949908 @default.
- W4293827479 cites W3174817089 @default.
- W4293827479 doi "https://doi.org/10.1007/978-981-19-0867-5_36" @default.
- W4293827479 hasPublicationYear "2022" @default.
- W4293827479 type Work @default.
- W4293827479 citedByCount "0" @default.
- W4293827479 crossrefType "book-chapter" @default.
- W4293827479 hasAuthorship W4293827479A5002227636 @default.
- W4293827479 hasAuthorship W4293827479A5030146723 @default.
- W4293827479 hasAuthorship W4293827479A5074375633 @default.
- W4293827479 hasConcept C106131492 @default.
- W4293827479 hasConcept C117220453 @default.
- W4293827479 hasConcept C127313418 @default.
- W4293827479 hasConcept C138885662 @default.
- W4293827479 hasConcept C148483581 @default.
- W4293827479 hasConcept C153180895 @default.
- W4293827479 hasConcept C154945302 @default.
- W4293827479 hasConcept C165205528 @default.
- W4293827479 hasConcept C175551986 @default.
- W4293827479 hasConcept C2524010 @default.
- W4293827479 hasConcept C2776401178 @default.
- W4293827479 hasConcept C31972630 @default.
- W4293827479 hasConcept C33923547 @default.
- W4293827479 hasConcept C41008148 @default.
- W4293827479 hasConcept C41895202 @default.
- W4293827479 hasConcept C81917197 @default.
- W4293827479 hasConceptScore W4293827479C106131492 @default.
- W4293827479 hasConceptScore W4293827479C117220453 @default.
- W4293827479 hasConceptScore W4293827479C127313418 @default.
- W4293827479 hasConceptScore W4293827479C138885662 @default.
- W4293827479 hasConceptScore W4293827479C148483581 @default.
- W4293827479 hasConceptScore W4293827479C153180895 @default.
- W4293827479 hasConceptScore W4293827479C154945302 @default.
- W4293827479 hasConceptScore W4293827479C165205528 @default.
- W4293827479 hasConceptScore W4293827479C175551986 @default.
- W4293827479 hasConceptScore W4293827479C2524010 @default.
- W4293827479 hasConceptScore W4293827479C2776401178 @default.
- W4293827479 hasConceptScore W4293827479C31972630 @default.
- W4293827479 hasConceptScore W4293827479C33923547 @default.
- W4293827479 hasConceptScore W4293827479C41008148 @default.
- W4293827479 hasConceptScore W4293827479C41895202 @default.
- W4293827479 hasConceptScore W4293827479C81917197 @default.
- W4293827479 hasLocation W42938274791 @default.
- W4293827479 hasOpenAccess W4293827479 @default.
- W4293827479 hasPrimaryLocation W42938274791 @default.
- W4293827479 hasRelatedWork W1976966810 @default.
- W4293827479 hasRelatedWork W2159220931 @default.
- W4293827479 hasRelatedWork W2316780152 @default.
- W4293827479 hasRelatedWork W2351271901 @default.
- W4293827479 hasRelatedWork W2374344280 @default.
- W4293827479 hasRelatedWork W2546942002 @default.
- W4293827479 hasRelatedWork W2554403468 @default.
- W4293827479 hasRelatedWork W27971500 @default.
- W4293827479 hasRelatedWork W4307883119 @default.
- W4293827479 hasRelatedWork W2345184372 @default.
- W4293827479 isParatext "false" @default.
- W4293827479 isRetracted "false" @default.
- W4293827479 workType "book-chapter" @default.