FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2780844125> ?p ?o ?g. }

• W2780844125 endingPage "e0189143" @default.
• W2780844125 startingPage "e0189143" @default.
• W2780844125 abstract "A major issue of machinery fault diagnosis using vibration signals is that it is over-reliant on personnel knowledge and experience in interpreting the signal. Thus, machine learning has been adapted for machinery fault diagnosis. The quantity and quality of the input features, however, influence the fault classification performance. Feature selection plays a vital role in selecting the most representative feature subset for the machine learning algorithm. In contrast, the trade-off relationship between capability when selecting the best feature subset and computational effort is inevitable in the wrapper-based feature selection (WFS) method. This paper proposes an improved WFS technique before integration with a support vector machine (SVM) model classifier as a complete fault diagnosis system for a rolling element bearing case study. The bearing vibration dataset made available by the Case Western Reserve University Bearing Data Centre was executed using the proposed WFS and its performance has been analysed and discussed. The results reveal that the proposed WFS secures the best feature subset with a lower computational effort by eliminating the redundancy of re-evaluation. The proposed WFS has therefore been found to be capable and efficient to carry out feature selection tasks." @default.
• W2780844125 created "2018-01-05" @default.
• W2780844125 creator A5048976606 @default.
• W2780844125 creator A5061752573 @default.
• W2780844125 creator A5073682539 @default.
• W2780844125 creator A5078917324 @default.
• W2780844125 creator A5087176168 @default.
• W2780844125 date "2017-12-20" @default.
• W2780844125 modified "2023-09-26" @default.
• W2780844125 title "An improved wrapper-based feature selection method for machinery fault diagnosis" @default.
• W2780844125 cites W1124208489 @default.
• W2780844125 cites W1253096047 @default.
• W2780844125 cites W1693712237 @default.
• W2780844125 cites W1976702616 @default.
• W2780844125 cites W2002352636 @default.
• W2780844125 cites W2014464762 @default.
• W2780844125 cites W2014802425 @default.
• W2780844125 cites W2015799639 @default.
• W2780844125 cites W2017337590 @default.
• W2780844125 cites W2033074013 @default.
• W2780844125 cites W2037937061 @default.
• W2780844125 cites W2067085644 @default.
• W2780844125 cites W2067831935 @default.
• W2780844125 cites W2109928590 @default.
• W2780844125 cites W2129473238 @default.
• W2780844125 cites W2154053567 @default.
• W2780844125 cites W2252466151 @default.
• W2780844125 cites W2560046788 @default.
• W2780844125 cites W2563322674 @default.
• W2780844125 cites W2564482619 @default.
• W2780844125 cites W2575552627 @default.
• W2780844125 cites W2582662555 @default.
• W2780844125 cites W2583997959 @default.
• W2780844125 cites W2585821407 @default.
• W2780844125 cites W2599042626 @default.
• W2780844125 cites W2599451414 @default.
• W2780844125 cites W2610903531 @default.
• W2780844125 cites W2757915849 @default.
• W2780844125 cites W2962991907 @default.
• W2780844125 doi "https://doi.org/10.1371/journal.pone.0189143" @default.
• W2780844125 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5738058" @default.
• W2780844125 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/29261689" @default.
• W2780844125 hasPublicationYear "2017" @default.
• W2780844125 type Work @default.
• W2780844125 sameAs 2780844125 @default.
• W2780844125 citedByCount "37" @default.
• W2780844125 countsByYear W27808441252018 @default.
• W2780844125 countsByYear W27808441252019 @default.
• W2780844125 countsByYear W27808441252020 @default.
• W2780844125 countsByYear W27808441252021 @default.
• W2780844125 countsByYear W27808441252022 @default.
• W2780844125 countsByYear W27808441252023 @default.
• W2780844125 crossrefType "journal-article" @default.
• W2780844125 hasAuthorship W2780844125A5048976606 @default.
• W2780844125 hasAuthorship W2780844125A5061752573 @default.
• W2780844125 hasAuthorship W2780844125A5073682539 @default.
• W2780844125 hasAuthorship W2780844125A5078917324 @default.
• W2780844125 hasAuthorship W2780844125A5087176168 @default.
• W2780844125 hasBestOaLocation W27808441251 @default.
• W2780844125 hasConcept C111919701 @default.
• W2780844125 hasConcept C119857082 @default.
• W2780844125 hasConcept C121332964 @default.
• W2780844125 hasConcept C12267149 @default.
• W2780844125 hasConcept C124101348 @default.
• W2780844125 hasConcept C138885662 @default.
• W2780844125 hasConcept C148483581 @default.
• W2780844125 hasConcept C152124472 @default.
• W2780844125 hasConcept C153180895 @default.
• W2780844125 hasConcept C154945302 @default.
• W2780844125 hasConcept C198394728 @default.
• W2780844125 hasConcept C2776401178 @default.
• W2780844125 hasConcept C2780155820 @default.
• W2780844125 hasConcept C41008148 @default.
• W2780844125 hasConcept C41895202 @default.
• W2780844125 hasConcept C62520636 @default.
• W2780844125 hasConcept C95623464 @default.
• W2780844125 hasConceptScore W2780844125C111919701 @default.
• W2780844125 hasConceptScore W2780844125C119857082 @default.
• W2780844125 hasConceptScore W2780844125C121332964 @default.
• W2780844125 hasConceptScore W2780844125C12267149 @default.
• W2780844125 hasConceptScore W2780844125C124101348 @default.
• W2780844125 hasConceptScore W2780844125C138885662 @default.
• W2780844125 hasConceptScore W2780844125C148483581 @default.
• W2780844125 hasConceptScore W2780844125C152124472 @default.
• W2780844125 hasConceptScore W2780844125C153180895 @default.
• W2780844125 hasConceptScore W2780844125C154945302 @default.
• W2780844125 hasConceptScore W2780844125C198394728 @default.
• W2780844125 hasConceptScore W2780844125C2776401178 @default.
• W2780844125 hasConceptScore W2780844125C2780155820 @default.
• W2780844125 hasConceptScore W2780844125C41008148 @default.
• W2780844125 hasConceptScore W2780844125C41895202 @default.
• W2780844125 hasConceptScore W2780844125C62520636 @default.
• W2780844125 hasConceptScore W2780844125C95623464 @default.
• W2780844125 hasIssue "12" @default.
• W2780844125 hasLocation W27808441251 @default.
• W2780844125 hasLocation W27808441252 @default.
• W2780844125 hasLocation W27808441253 @default.
• W2780844125 hasLocation W27808441254 @default.

• next