Matches in SemOpenAlex for { <https://semopenalex.org/work/W2045807689> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W2045807689 abstract "Human activity recognition is an area of growing interest facilitated by the current revolution in body-worn sensors. Activity recognition allows applications to construct activity profiles for each subject which could be used effectively for healthcare and safety applications. Automated human activity recognition systems face several challenges such as number of sensors, sensor precision, gait style differences, and others. This work proposes a machine learning system to automatically recognise human activities based on a single body-worn accelerometer. The in-house collected dataset contains 3D acceleration of 50 subjects performing 10 different activities. The dataset was produced to ensure robustness and prevent subject-biased results. The feature vector is derived from simple statistical features. The proposed method benefits from RGB-to-YIQ colour space transform as kernel to transform the feature vector into more discriminable features. The classification technique is based on an adaptive boosting ensemble classifier. The proposed system shows consistent classification performance up to 95% accuracy among the 50 subjects." @default.
- W2045807689 created "2016-06-24" @default.
- W2045807689 creator A5004148024 @default.
- W2045807689 creator A5022032753 @default.
- W2045807689 creator A5077424363 @default.
- W2045807689 creator A5078709256 @default.
- W2045807689 creator A5079825375 @default.
- W2045807689 date "2014-09-01" @default.
- W2045807689 modified "2023-09-27" @default.
- W2045807689 title "Human activity classification using a single accelerometer" @default.
- W2045807689 cites W1931284523 @default.
- W2045807689 cites W1993236041 @default.
- W2045807689 cites W2067190525 @default.
- W2045807689 cites W2123504417 @default.
- W2045807689 cites W2144564014 @default.
- W2045807689 cites W2169261057 @default.
- W2045807689 cites W3101749733 @default.
- W2045807689 cites W4247847577 @default.
- W2045807689 doi "https://doi.org/10.1109/ukci.2014.6930189" @default.
- W2045807689 hasPublicationYear "2014" @default.
- W2045807689 type Work @default.
- W2045807689 sameAs 2045807689 @default.
- W2045807689 citedByCount "7" @default.
- W2045807689 countsByYear W20458076892015 @default.
- W2045807689 countsByYear W20458076892017 @default.
- W2045807689 countsByYear W20458076892019 @default.
- W2045807689 countsByYear W20458076892020 @default.
- W2045807689 countsByYear W20458076892022 @default.
- W2045807689 crossrefType "proceedings-article" @default.
- W2045807689 hasAuthorship W2045807689A5004148024 @default.
- W2045807689 hasAuthorship W2045807689A5022032753 @default.
- W2045807689 hasAuthorship W2045807689A5077424363 @default.
- W2045807689 hasAuthorship W2045807689A5078709256 @default.
- W2045807689 hasAuthorship W2045807689A5079825375 @default.
- W2045807689 hasConcept C111919701 @default.
- W2045807689 hasConcept C153180895 @default.
- W2045807689 hasConcept C154945302 @default.
- W2045807689 hasConcept C41008148 @default.
- W2045807689 hasConcept C89805583 @default.
- W2045807689 hasConceptScore W2045807689C111919701 @default.
- W2045807689 hasConceptScore W2045807689C153180895 @default.
- W2045807689 hasConceptScore W2045807689C154945302 @default.
- W2045807689 hasConceptScore W2045807689C41008148 @default.
- W2045807689 hasConceptScore W2045807689C89805583 @default.
- W2045807689 hasLocation W20458076891 @default.
- W2045807689 hasOpenAccess W2045807689 @default.
- W2045807689 hasPrimaryLocation W20458076891 @default.
- W2045807689 hasRelatedWork W1978450727 @default.
- W2045807689 hasRelatedWork W2033914206 @default.
- W2045807689 hasRelatedWork W2046077695 @default.
- W2045807689 hasRelatedWork W2146076056 @default.
- W2045807689 hasRelatedWork W2163371487 @default.
- W2045807689 hasRelatedWork W2163831990 @default.
- W2045807689 hasRelatedWork W2378160586 @default.
- W2045807689 hasRelatedWork W3003836766 @default.
- W2045807689 hasRelatedWork W4244943737 @default.
- W2045807689 hasRelatedWork W2289108895 @default.
- W2045807689 isParatext "false" @default.
- W2045807689 isRetracted "false" @default.
- W2045807689 magId "2045807689" @default.
- W2045807689 workType "article" @default.