FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2775432693> ?p ?o ?g. }

• W2775432693 endingPage "813" @default.
• W2775432693 startingPage "806" @default.
• W2775432693 abstract "Fault diagnosis plays a key role in the safe and efficient operation of industrial processes. With the emerging big data era, the analytic methods based on probabilistic representations have attracted growing research interest. In this brief, a dynamic minimax probability machine (DMPM) approach based on the framework of probabilistic representations is proposed for diagnosing process faults, without imposing any assumptions on data distributions. In addition, an information criterion is put forward to determine the optimal dimensionality reduction order and time lags of DMPM. The proposed DMPM-based method allows for the enhanced performance of fault diagnosis due to the following advantages over conventional diagnostic approaches. First, DMPM maximizes the pairwise separation probability between each pair of faulty data sets, directly yielding improved discriminatory power in the projected space. Second, the proposed approach is less likely to be influenced by “outlier” classes since its objective function is a summation of probabilities, thereby enabling it to be beneficial for the classification of imbalanced data. Third, DMPM has superior capability on capturing dynamic information from the process data by augmenting observation vectors with time lags. The effectiveness of the proposed approach is demonstrated on the Tennessee Eastman process." @default.
• W2775432693 created "2017-12-22" @default.
• W2775432693 creator A5013240918 @default.
• W2775432693 creator A5026860543 @default.
• W2775432693 creator A5038268580 @default.
• W2775432693 creator A5054385364 @default.
• W2775432693 date "2019-03-01" @default.
• W2775432693 modified "2023-10-16" @default.
• W2775432693 title "Dynamic Minimax Probability Machine-Based Approach for Fault Diagnosis Using Pairwise Discriminate Analysis" @default.
• W2775432693 cites W1517228427 @default.
• W2775432693 cites W1597576211 @default.
• W2775432693 cites W1965733010 @default.
• W2775432693 cites W1966863755 @default.
• W2775432693 cites W1970002409 @default.
• W2775432693 cites W1970537494 @default.
• W2775432693 cites W1978403823 @default.
• W2775432693 cites W1979357005 @default.
• W2775432693 cites W1983745919 @default.
• W2775432693 cites W1991519797 @default.
• W2775432693 cites W2002106843 @default.
• W2775432693 cites W2007891409 @default.
• W2775432693 cites W2014246934 @default.
• W2775432693 cites W2034481920 @default.
• W2775432693 cites W2039839604 @default.
• W2775432693 cites W2042041679 @default.
• W2775432693 cites W2044610659 @default.
• W2775432693 cites W2107961375 @default.
• W2775432693 cites W2120804502 @default.
• W2775432693 cites W2126350882 @default.
• W2775432693 cites W2140327685 @default.
• W2775432693 cites W2152813753 @default.
• W2775432693 cites W2164583936 @default.
• W2775432693 cites W2166042538 @default.
• W2775432693 cites W2166445532 @default.
• W2775432693 cites W2342028629 @default.
• W2775432693 cites W2398821504 @default.
• W2775432693 cites W2763610532 @default.
• W2775432693 cites W3023716278 @default.
• W2775432693 doi "https://doi.org/10.1109/tcst.2017.2771732" @default.
• W2775432693 hasPublicationYear "2019" @default.
• W2775432693 type Work @default.
• W2775432693 sameAs 2775432693 @default.
• W2775432693 citedByCount "17" @default.
• W2775432693 countsByYear W27754326932018 @default.
• W2775432693 countsByYear W27754326932019 @default.
• W2775432693 countsByYear W27754326932020 @default.
• W2775432693 countsByYear W27754326932021 @default.
• W2775432693 countsByYear W27754326932022 @default.
• W2775432693 countsByYear W27754326932023 @default.
• W2775432693 crossrefType "journal-article" @default.
• W2775432693 hasAuthorship W2775432693A5013240918 @default.
• W2775432693 hasAuthorship W2775432693A5026860543 @default.
• W2775432693 hasAuthorship W2775432693A5038268580 @default.
• W2775432693 hasAuthorship W2775432693A5054385364 @default.
• W2775432693 hasConcept C111030470 @default.
• W2775432693 hasConcept C111919701 @default.
• W2775432693 hasConcept C11413529 @default.
• W2775432693 hasConcept C119857082 @default.
• W2775432693 hasConcept C124101348 @default.
• W2775432693 hasConcept C126255220 @default.
• W2775432693 hasConcept C127313418 @default.
• W2775432693 hasConcept C149728462 @default.
• W2775432693 hasConcept C154945302 @default.
• W2775432693 hasConcept C165205528 @default.
• W2775432693 hasConcept C175551986 @default.
• W2775432693 hasConcept C184898388 @default.
• W2775432693 hasConcept C33923547 @default.
• W2775432693 hasConcept C41008148 @default.
• W2775432693 hasConcept C49937458 @default.
• W2775432693 hasConcept C70518039 @default.
• W2775432693 hasConcept C79337645 @default.
• W2775432693 hasConcept C98045186 @default.
• W2775432693 hasConceptScore W2775432693C111030470 @default.
• W2775432693 hasConceptScore W2775432693C111919701 @default.
• W2775432693 hasConceptScore W2775432693C11413529 @default.
• W2775432693 hasConceptScore W2775432693C119857082 @default.
• W2775432693 hasConceptScore W2775432693C124101348 @default.
• W2775432693 hasConceptScore W2775432693C126255220 @default.
• W2775432693 hasConceptScore W2775432693C127313418 @default.
• W2775432693 hasConceptScore W2775432693C149728462 @default.
• W2775432693 hasConceptScore W2775432693C154945302 @default.
• W2775432693 hasConceptScore W2775432693C165205528 @default.
• W2775432693 hasConceptScore W2775432693C175551986 @default.
• W2775432693 hasConceptScore W2775432693C184898388 @default.
• W2775432693 hasConceptScore W2775432693C33923547 @default.
• W2775432693 hasConceptScore W2775432693C41008148 @default.
• W2775432693 hasConceptScore W2775432693C49937458 @default.
• W2775432693 hasConceptScore W2775432693C70518039 @default.
• W2775432693 hasConceptScore W2775432693C79337645 @default.
• W2775432693 hasConceptScore W2775432693C98045186 @default.
• W2775432693 hasFunder F4320321001 @default.
• W2775432693 hasIssue "2" @default.
• W2775432693 hasLocation W27754326931 @default.
• W2775432693 hasOpenAccess W2775432693 @default.
• W2775432693 hasPrimaryLocation W27754326931 @default.
• W2775432693 hasRelatedWork W1492753585 @default.
• W2775432693 hasRelatedWork W1512833232 @default.
• W2775432693 hasRelatedWork W2128875425 @default.

• next