FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384158615> ?p ?o ?g. }

• W4384158615 abstract "Wearable sensing devices have been extensively proposed for monitoring frailty subjects' mobility and related risk of falls. Considering the key-value of instability to assess degenerative diseases such as Parkinson's disease and its impact on the life quality for this class of end-users, reliable solutions that enable a continuous and real time estimation of postural sway might play a fundamental role. In this paper a machine learning approach to classify among 4 different classes of postural behaviors (Standing, Antero-Posterior sway, Medio-Lateral sway, Unstable) is investigated. The classification algorithm is compliant with its implementation in the adopted embedded architecture, which is equipped with sensors and an Artificial Intelligence core. The proposed approach demonstrates suitable performances in terms of accuracy in correctly classifying unknown patterns as belonging to the right postural sway class. An accuracy index higher than 98% and a very promising reliability index better than 98% have been obtained. The robustness of the algorithm with respect to the dataset organization has been also assessed, and a comparative analysis against threshold-based approaches is also presented." @default.
• W4384158615 created "2023-07-14" @default.
• W4384158615 creator A5012603099 @default.
• W4384158615 creator A5018539364 @default.
• W4384158615 creator A5028359022 @default.
• W4384158615 creator A5034216940 @default.
• W4384158615 creator A5047507636 @default.
• W4384158615 creator A5051281196 @default.
• W4384158615 creator A5055101164 @default.
• W4384158615 creator A5056670756 @default.
• W4384158615 creator A5089030852 @default.
• W4384158615 date "2023-05-22" @default.
• W4384158615 modified "2023-10-14" @default.
• W4384158615 title "Machine Learning Approach to Classify Postural Sway Instabilities" @default.
• W4384158615 cites W2025019737 @default.
• W4384158615 cites W2046105675 @default.
• W4384158615 cites W2086495399 @default.
• W4384158615 cites W2124844940 @default.
• W4384158615 cites W2153657339 @default.
• W4384158615 cites W2324767969 @default.
• W4384158615 cites W2556501329 @default.
• W4384158615 cites W2772237462 @default.
• W4384158615 cites W2903862537 @default.
• W4384158615 cites W2951627064 @default.
• W4384158615 cites W2968084537 @default.
• W4384158615 cites W2969113331 @default.
• W4384158615 cites W2972262633 @default.
• W4384158615 cites W2983907048 @default.
• W4384158615 cites W2999808238 @default.
• W4384158615 cites W3005313619 @default.
• W4384158615 cites W3008103485 @default.
• W4384158615 cites W3131780411 @default.
• W4384158615 cites W3160303776 @default.
• W4384158615 cites W3168921462 @default.
• W4384158615 cites W4296743135 @default.
• W4384158615 cites W4313137443 @default.
• W4384158615 cites W59830755 @default.
• W4384158615 doi "https://doi.org/10.1109/i2mtc53148.2023.10176004" @default.
• W4384158615 hasPublicationYear "2023" @default.
• W4384158615 type Work @default.
• W4384158615 citedByCount "0" @default.
• W4384158615 crossrefType "proceedings-article" @default.
• W4384158615 hasAuthorship W4384158615A5012603099 @default.
• W4384158615 hasAuthorship W4384158615A5018539364 @default.
• W4384158615 hasAuthorship W4384158615A5028359022 @default.
• W4384158615 hasAuthorship W4384158615A5034216940 @default.
• W4384158615 hasAuthorship W4384158615A5047507636 @default.
• W4384158615 hasAuthorship W4384158615A5051281196 @default.
• W4384158615 hasAuthorship W4384158615A5055101164 @default.
• W4384158615 hasAuthorship W4384158615A5056670756 @default.
• W4384158615 hasAuthorship W4384158615A5089030852 @default.
• W4384158615 hasConcept C104317684 @default.
• W4384158615 hasConcept C119857082 @default.
• W4384158615 hasConcept C121332964 @default.
• W4384158615 hasConcept C142724271 @default.
• W4384158615 hasConcept C149635348 @default.
• W4384158615 hasConcept C150594956 @default.
• W4384158615 hasConcept C154945302 @default.
• W4384158615 hasConcept C163258240 @default.
• W4384158615 hasConcept C185592680 @default.
• W4384158615 hasConcept C2779134260 @default.
• W4384158615 hasConcept C2779734285 @default.
• W4384158615 hasConcept C2908716714 @default.
• W4384158615 hasConcept C41008148 @default.
• W4384158615 hasConcept C43214815 @default.
• W4384158615 hasConcept C55493867 @default.
• W4384158615 hasConcept C62520636 @default.
• W4384158615 hasConcept C63479239 @default.
• W4384158615 hasConcept C71924100 @default.
• W4384158615 hasConceptScore W4384158615C104317684 @default.
• W4384158615 hasConceptScore W4384158615C119857082 @default.
• W4384158615 hasConceptScore W4384158615C121332964 @default.
• W4384158615 hasConceptScore W4384158615C142724271 @default.
• W4384158615 hasConceptScore W4384158615C149635348 @default.
• W4384158615 hasConceptScore W4384158615C150594956 @default.
• W4384158615 hasConceptScore W4384158615C154945302 @default.
• W4384158615 hasConceptScore W4384158615C163258240 @default.
• W4384158615 hasConceptScore W4384158615C185592680 @default.
• W4384158615 hasConceptScore W4384158615C2779134260 @default.
• W4384158615 hasConceptScore W4384158615C2779734285 @default.
• W4384158615 hasConceptScore W4384158615C2908716714 @default.
• W4384158615 hasConceptScore W4384158615C41008148 @default.
• W4384158615 hasConceptScore W4384158615C43214815 @default.
• W4384158615 hasConceptScore W4384158615C55493867 @default.
• W4384158615 hasConceptScore W4384158615C62520636 @default.
• W4384158615 hasConceptScore W4384158615C63479239 @default.
• W4384158615 hasConceptScore W4384158615C71924100 @default.
• W4384158615 hasLocation W43841586151 @default.
• W4384158615 hasOpenAccess W4384158615 @default.
• W4384158615 hasPrimaryLocation W43841586151 @default.
• W4384158615 hasRelatedWork W2363475415 @default.
• W4384158615 hasRelatedWork W2961085424 @default.
• W4384158615 hasRelatedWork W3046775127 @default.
• W4384158615 hasRelatedWork W3170094116 @default.
• W4384158615 hasRelatedWork W4205958290 @default.
• W4384158615 hasRelatedWork W4285260836 @default.
• W4384158615 hasRelatedWork W4286629047 @default.
• W4384158615 hasRelatedWork W4306321456 @default.
• W4384158615 hasRelatedWork W4306674287 @default.
• W4384158615 hasRelatedWork W4224009465 @default.

• next