Matches in SemOpenAlex for { <https://semopenalex.org/work/W2280807596> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2280807596 abstract "Recent development of wearable technology has opened up great opportunities for human performance evaluation applications in various domains. In order to measure the physical activities of an individual, wrist-worn sensors embedded in smartwatches, fitness bands, and clip-on devices can be used to collect various types of data, as the subject performs regular daily activities. In this paper, we propose using the acceleration data generated by wrist-worn sensors to recognize ambulation activities for performance evaluation purposes. Twelve features are extracted from the raw accelerometer data, then feed into individual classifiers as well as their combinations for training and validation. The classifiers we consider in this paper are Naive Bayes, Support Vector Machines, Decision Tree, k-Nearest Neighbors, Multilayer Perceptron, and Random Forest, as they have been reported effective by a few previous works. We evaluate the set of selected classifiers with real-world data sets generated by three subjects, including data from both left and right wrists. The best accuracy performance is the combination of classifiers which is above 90%. The result shows that data generated by wrist-worn accelerometer sensor is sufficient for ambulation activity recognition and can be used for human performance evaluation applications." @default.
- W2280807596 created "2016-06-24" @default.
- W2280807596 creator A5012068017 @default.
- W2280807596 creator A5034116029 @default.
- W2280807596 creator A5065712592 @default.
- W2280807596 date "2015-11-01" @default.
- W2280807596 modified "2023-09-27" @default.
- W2280807596 title "Activity Recognition Using Wrist-Worn Sensors for Human Performance Evaluation" @default.
- W2280807596 cites W1526781328 @default.
- W2280807596 cites W1575873342 @default.
- W2280807596 cites W1598439963 @default.
- W2280807596 cites W1973005031 @default.
- W2280807596 cites W1973221871 @default.
- W2280807596 cites W1984489625 @default.
- W2280807596 cites W1995529998 @default.
- W2280807596 cites W2008311091 @default.
- W2280807596 cites W2054780155 @default.
- W2280807596 cites W2076668534 @default.
- W2280807596 cites W2105046342 @default.
- W2280807596 cites W2126511896 @default.
- W2280807596 cites W2144836231 @default.
- W2280807596 cites W2148217011 @default.
- W2280807596 cites W2159613676 @default.
- W2280807596 cites W2170724010 @default.
- W2280807596 doi "https://doi.org/10.1109/icdmw.2015.199" @default.
- W2280807596 hasPublicationYear "2015" @default.
- W2280807596 type Work @default.
- W2280807596 sameAs 2280807596 @default.
- W2280807596 citedByCount "18" @default.
- W2280807596 countsByYear W22808075962016 @default.
- W2280807596 countsByYear W22808075962017 @default.
- W2280807596 countsByYear W22808075962018 @default.
- W2280807596 countsByYear W22808075962019 @default.
- W2280807596 countsByYear W22808075962020 @default.
- W2280807596 countsByYear W22808075962021 @default.
- W2280807596 countsByYear W22808075962022 @default.
- W2280807596 crossrefType "proceedings-article" @default.
- W2280807596 hasAuthorship W2280807596A5012068017 @default.
- W2280807596 hasAuthorship W2280807596A5034116029 @default.
- W2280807596 hasAuthorship W2280807596A5065712592 @default.
- W2280807596 hasConcept C111919701 @default.
- W2280807596 hasConcept C119857082 @default.
- W2280807596 hasConcept C121687571 @default.
- W2280807596 hasConcept C12267149 @default.
- W2280807596 hasConcept C149635348 @default.
- W2280807596 hasConcept C150594956 @default.
- W2280807596 hasConcept C153180895 @default.
- W2280807596 hasConcept C154945302 @default.
- W2280807596 hasConcept C169258074 @default.
- W2280807596 hasConcept C177264268 @default.
- W2280807596 hasConcept C179717631 @default.
- W2280807596 hasConcept C199360897 @default.
- W2280807596 hasConcept C29794715 @default.
- W2280807596 hasConcept C41008148 @default.
- W2280807596 hasConcept C50644808 @default.
- W2280807596 hasConcept C52001869 @default.
- W2280807596 hasConcept C84525736 @default.
- W2280807596 hasConcept C89805583 @default.
- W2280807596 hasConceptScore W2280807596C111919701 @default.
- W2280807596 hasConceptScore W2280807596C119857082 @default.
- W2280807596 hasConceptScore W2280807596C121687571 @default.
- W2280807596 hasConceptScore W2280807596C12267149 @default.
- W2280807596 hasConceptScore W2280807596C149635348 @default.
- W2280807596 hasConceptScore W2280807596C150594956 @default.
- W2280807596 hasConceptScore W2280807596C153180895 @default.
- W2280807596 hasConceptScore W2280807596C154945302 @default.
- W2280807596 hasConceptScore W2280807596C169258074 @default.
- W2280807596 hasConceptScore W2280807596C177264268 @default.
- W2280807596 hasConceptScore W2280807596C179717631 @default.
- W2280807596 hasConceptScore W2280807596C199360897 @default.
- W2280807596 hasConceptScore W2280807596C29794715 @default.
- W2280807596 hasConceptScore W2280807596C41008148 @default.
- W2280807596 hasConceptScore W2280807596C50644808 @default.
- W2280807596 hasConceptScore W2280807596C52001869 @default.
- W2280807596 hasConceptScore W2280807596C84525736 @default.
- W2280807596 hasConceptScore W2280807596C89805583 @default.
- W2280807596 hasLocation W22808075961 @default.
- W2280807596 hasOpenAccess W2280807596 @default.
- W2280807596 hasPrimaryLocation W22808075961 @default.
- W2280807596 hasRelatedWork W2984537336 @default.
- W2280807596 hasRelatedWork W3106359073 @default.
- W2280807596 hasRelatedWork W3118619283 @default.
- W2280807596 hasRelatedWork W3168994312 @default.
- W2280807596 hasRelatedWork W3202148033 @default.
- W2280807596 hasRelatedWork W4206256357 @default.
- W2280807596 hasRelatedWork W4221021152 @default.
- W2280807596 hasRelatedWork W4289812785 @default.
- W2280807596 hasRelatedWork W4377964522 @default.
- W2280807596 hasRelatedWork W4384345534 @default.
- W2280807596 isParatext "false" @default.
- W2280807596 isRetracted "false" @default.
- W2280807596 magId "2280807596" @default.
- W2280807596 workType "article" @default.