FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3165169441> ?p ?o ?g. }

• W3165169441 abstract "Missing data is a common problem in data collection for work-related musculoskeletal disorder (WMSD) risk-assessment studies. It can cause incompleteness of risk indicators, leading to erroneous conclusion on potential risk factors. Previous studies suggested that data fusion is a potential way to solve this issue. This research evaluated the numerical stability of a data fusion technique that applies canonical polyadic decomposition (CPD) for WMSD risk assessment in construction. Two knee WMSD risk-related data sets—three-dimensional (3D) knee rotation (kinematics) and electromyography (EMG) of five knee postural muscles—collected from previous studies were fused for the evaluation. By comparing the consistency performance with and without data fusion, it revealed that for all low to high proportion of missing data (10%–70%) from both kinematics and EMG data sets, the WMSD risk assessment using fused data sets outperformed using unfused kinematics data sets. For large proportions of missing data (>50%) from both kinematics and EMG data sets, better performance was observed by using fused data sets in comparison with unfused EMG data sets. These findings suggest that data fusion using CPD generates a more reliable risk assessment compared with data sets with missing values and therefore is an effective approach for remedying missing data in WMSD risk evaluation." @default.
• W3165169441 created "2021-06-07" @default.
• W3165169441 creator A5001416467 @default.
• W3165169441 creator A5002697918 @default.
• W3165169441 creator A5047057538 @default.
• W3165169441 creator A5052193251 @default.
• W3165169441 creator A5060466069 @default.
• W3165169441 creator A5073986579 @default.
• W3165169441 creator A5084706774 @default.
• W3165169441 date "2021-08-01" @default.
• W3165169441 modified "2023-10-14" @default.
• W3165169441 title "Application of Data Fusion via Canonical Polyadic Decomposition in Risk Assessment of Musculoskeletal Disorders in Construction: Procedure and Stability Evaluation" @default.
• W3165169441 cites W1500188831 @default.
• W3165169441 cites W1539811621 @default.
• W3165169441 cites W1672161521 @default.
• W3165169441 cites W1723414434 @default.
• W3165169441 cites W1977098485 @default.
• W3165169441 cites W1978906769 @default.
• W3165169441 cites W1986949002 @default.
• W3165169441 cites W1994872018 @default.
• W3165169441 cites W1995811343 @default.
• W3165169441 cites W2000215628 @default.
• W3165169441 cites W2015404834 @default.
• W3165169441 cites W2018282388 @default.
• W3165169441 cites W2024165284 @default.
• W3165169441 cites W2045156863 @default.
• W3165169441 cites W2053898507 @default.
• W3165169441 cites W2060970792 @default.
• W3165169441 cites W2061113259 @default.
• W3165169441 cites W2067755649 @default.
• W3165169441 cites W2091717512 @default.
• W3165169441 cites W2104828018 @default.
• W3165169441 cites W2105824687 @default.
• W3165169441 cites W2134910757 @default.
• W3165169441 cites W2153647448 @default.
• W3165169441 cites W2169010058 @default.
• W3165169441 cites W2258054274 @default.
• W3165169441 cites W2289474317 @default.
• W3165169441 cites W2469230926 @default.
• W3165169441 cites W2588955080 @default.
• W3165169441 cites W2737791233 @default.
• W3165169441 cites W2766702586 @default.
• W3165169441 cites W2773429217 @default.
• W3165169441 cites W2781761393 @default.
• W3165169441 cites W2786013925 @default.
• W3165169441 cites W2885381467 @default.
• W3165169441 cites W2897841115 @default.
• W3165169441 cites W2904130455 @default.
• W3165169441 cites W2962507270 @default.
• W3165169441 cites W2966547885 @default.
• W3165169441 cites W3016777030 @default.
• W3165169441 cites W3026151114 @default.
• W3165169441 cites W3036266761 @default.
• W3165169441 cites W3080997403 @default.
• W3165169441 cites W3081583598 @default.
• W3165169441 cites W3122868618 @default.
• W3165169441 cites W4213163851 @default.
• W3165169441 cites W4256250088 @default.
• W3165169441 doi "https://doi.org/10.1061/(asce)co.1943-7862.0002106" @default.
• W3165169441 hasPublicationYear "2021" @default.
• W3165169441 type Work @default.
• W3165169441 sameAs 3165169441 @default.
• W3165169441 citedByCount "2" @default.
• W3165169441 countsByYear W31651694412023 @default.
• W3165169441 crossrefType "journal-article" @default.
• W3165169441 hasAuthorship W3165169441A5001416467 @default.
• W3165169441 hasAuthorship W3165169441A5002697918 @default.
• W3165169441 hasAuthorship W3165169441A5047057538 @default.
• W3165169441 hasAuthorship W3165169441A5052193251 @default.
• W3165169441 hasAuthorship W3165169441A5060466069 @default.
• W3165169441 hasAuthorship W3165169441A5073986579 @default.
• W3165169441 hasAuthorship W3165169441A5084706774 @default.
• W3165169441 hasConcept C105795698 @default.
• W3165169441 hasConcept C112972136 @default.
• W3165169441 hasConcept C119857082 @default.
• W3165169441 hasConcept C121332964 @default.
• W3165169441 hasConcept C124101348 @default.
• W3165169441 hasConcept C133462117 @default.
• W3165169441 hasConcept C154945302 @default.
• W3165169441 hasConcept C33923547 @default.
• W3165169441 hasConcept C33954974 @default.
• W3165169441 hasConcept C39920418 @default.
• W3165169441 hasConcept C41008148 @default.
• W3165169441 hasConcept C74650414 @default.
• W3165169441 hasConcept C9357733 @default.
• W3165169441 hasConceptScore W3165169441C105795698 @default.
• W3165169441 hasConceptScore W3165169441C112972136 @default.
• W3165169441 hasConceptScore W3165169441C119857082 @default.
• W3165169441 hasConceptScore W3165169441C121332964 @default.
• W3165169441 hasConceptScore W3165169441C124101348 @default.
• W3165169441 hasConceptScore W3165169441C133462117 @default.
• W3165169441 hasConceptScore W3165169441C154945302 @default.
• W3165169441 hasConceptScore W3165169441C33923547 @default.
• W3165169441 hasConceptScore W3165169441C33954974 @default.
• W3165169441 hasConceptScore W3165169441C39920418 @default.
• W3165169441 hasConceptScore W3165169441C41008148 @default.
• W3165169441 hasConceptScore W3165169441C74650414 @default.
• W3165169441 hasConceptScore W3165169441C9357733 @default.
• W3165169441 hasIssue "8" @default.
• W3165169441 hasLocation W31651694411 @default.

• next