FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386231842> ?p ?o ?g. }

• W4386231842 endingPage "23874" @default.
• W4386231842 startingPage "23866" @default.
• W4386231842 abstract "Assistive Technology helps to assess the daily living of frail people and may have a strategic role to detect and prevent falls. In this paper, the task of classifying different classes of postural sway behaviors has been addressed by developing a Neuro-Fuzzy inference approach that is robust against noise. The proposed approach classifies four different postural behaviors namely Stable Standing, Antero-Posterior, Medio-Lateral and Unstable. The strategy exploits data generated by a wearable sensor node, to be positioned on the user chest. A dedicated experimental set-up has been realized to emulate the postural dynamics and generate the dataset. Two novel indices to assess the robustness of the system have been proposed. The first index is a measure of residuals between the predicted and the expected postural status, which equally weights estimations with respect to expected classes. The second metric is a reliability index, which allows for assessing the degree of trust of each estimation performed by the Neuro-Fuzzy inference. Results obtained demonstrate the suitability of the proposed methodology, showing a capability of almost 100% to correctly classify patterns among different allowed classes, with reliability indexes of 97.56% and 98.50% for the training and test patterns, respectively. Also, robustness of the Neuro-Fuzzy classification algorithm against noisy data has been demonstrated." @default.
• W4386231842 created "2023-08-29" @default.
• W4386231842 creator A5012603099 @default.
• W4386231842 creator A5018539364 @default.
• W4386231842 creator A5028359022 @default.
• W4386231842 creator A5034216940 @default.
• W4386231842 creator A5051281196 @default.
• W4386231842 creator A5055101164 @default.
• W4386231842 creator A5056670756 @default.
• W4386231842 creator A5092812267 @default.
• W4386231842 date "2023-10-01" @default.
• W4386231842 modified "2023-10-14" @default.
• W4386231842 title "A Neuro-Fuzzy Based Sensing Approach for the Classification of Emulated Postural Instability" @default.
• W4386231842 cites W1881835717 @default.
• W4386231842 cites W2022035314 @default.
• W4386231842 cites W2025019737 @default.
• W4386231842 cites W2035082538 @default.
• W4386231842 cites W2045990572 @default.
• W4386231842 cites W2046016989 @default.
• W4386231842 cites W2046105675 @default.
• W4386231842 cites W2047096812 @default.
• W4386231842 cites W2083949227 @default.
• W4386231842 cites W2110320181 @default.
• W4386231842 cites W2124844940 @default.
• W4386231842 cites W2154168885 @default.
• W4386231842 cites W2181687668 @default.
• W4386231842 cites W2322300121 @default.
• W4386231842 cites W2324767969 @default.
• W4386231842 cites W2556501329 @default.
• W4386231842 cites W2772237462 @default.
• W4386231842 cites W2796698500 @default.
• W4386231842 cites W2903862537 @default.
• W4386231842 cites W2943285021 @default.
• W4386231842 cites W2947115084 @default.
• W4386231842 cites W2969113331 @default.
• W4386231842 cites W2983907048 @default.
• W4386231842 cites W2999808238 @default.
• W4386231842 cites W3011738658 @default.
• W4386231842 cites W3097069600 @default.
• W4386231842 cites W3175207451 @default.
• W4386231842 cites W3211455164 @default.
• W4386231842 cites W3215269151 @default.
• W4386231842 cites W4296743135 @default.
• W4386231842 cites W4297804405 @default.
• W4386231842 cites W4313137443 @default.
• W4386231842 cites W59830755 @default.
• W4386231842 doi "https://doi.org/10.1109/jsen.2023.3307705" @default.
• W4386231842 hasPublicationYear "2023" @default.
• W4386231842 type Work @default.
• W4386231842 citedByCount "0" @default.
• W4386231842 crossrefType "journal-article" @default.
• W4386231842 hasAuthorship W4386231842A5012603099 @default.
• W4386231842 hasAuthorship W4386231842A5018539364 @default.
• W4386231842 hasAuthorship W4386231842A5028359022 @default.
• W4386231842 hasAuthorship W4386231842A5034216940 @default.
• W4386231842 hasAuthorship W4386231842A5051281196 @default.
• W4386231842 hasAuthorship W4386231842A5055101164 @default.
• W4386231842 hasAuthorship W4386231842A5056670756 @default.
• W4386231842 hasAuthorship W4386231842A5092812267 @default.
• W4386231842 hasBestOaLocation W43862318421 @default.
• W4386231842 hasConcept C104317684 @default.
• W4386231842 hasConcept C119857082 @default.
• W4386231842 hasConcept C121332964 @default.
• W4386231842 hasConcept C124101348 @default.
• W4386231842 hasConcept C149635348 @default.
• W4386231842 hasConcept C150594956 @default.
• W4386231842 hasConcept C153180895 @default.
• W4386231842 hasConcept C154945302 @default.
• W4386231842 hasConcept C163258240 @default.
• W4386231842 hasConcept C185592680 @default.
• W4386231842 hasConcept C186108316 @default.
• W4386231842 hasConcept C195975749 @default.
• W4386231842 hasConcept C2776214188 @default.
• W4386231842 hasConcept C41008148 @default.
• W4386231842 hasConcept C42011625 @default.
• W4386231842 hasConcept C43214815 @default.
• W4386231842 hasConcept C55493867 @default.
• W4386231842 hasConcept C58166 @default.
• W4386231842 hasConcept C62520636 @default.
• W4386231842 hasConcept C63479239 @default.
• W4386231842 hasConceptScore W4386231842C104317684 @default.
• W4386231842 hasConceptScore W4386231842C119857082 @default.
• W4386231842 hasConceptScore W4386231842C121332964 @default.
• W4386231842 hasConceptScore W4386231842C124101348 @default.
• W4386231842 hasConceptScore W4386231842C149635348 @default.
• W4386231842 hasConceptScore W4386231842C150594956 @default.
• W4386231842 hasConceptScore W4386231842C153180895 @default.
• W4386231842 hasConceptScore W4386231842C154945302 @default.
• W4386231842 hasConceptScore W4386231842C163258240 @default.
• W4386231842 hasConceptScore W4386231842C185592680 @default.
• W4386231842 hasConceptScore W4386231842C186108316 @default.
• W4386231842 hasConceptScore W4386231842C195975749 @default.
• W4386231842 hasConceptScore W4386231842C2776214188 @default.
• W4386231842 hasConceptScore W4386231842C41008148 @default.
• W4386231842 hasConceptScore W4386231842C42011625 @default.
• W4386231842 hasConceptScore W4386231842C43214815 @default.
• W4386231842 hasConceptScore W4386231842C55493867 @default.
• W4386231842 hasConceptScore W4386231842C58166 @default.

• next