Matches in SemOpenAlex for { <https://semopenalex.org/work/W2023166545> ?p ?o ?g. }
- W2023166545 abstract "Human activity recognition (HAR) has gained a lot of significance in monitoring the health of people, especially to detect fall among elderly people who live independently. This project proposes a novel method for recognizing activities and detecting fall of a person using body-worn sensors. Traditional algorithms like Naive Bayes classifier and Support Vector Machine are mainly used for activity classification. However, these systems fail to capture significant association that exists between interesting patterns. Existing accelerometer based wearable systems are not sufficient to determine the fall of a person. Hence, a Fuzzy Associative Classification based Human Activity Recognition (FAC-HAR) system is proposed to overcome the aforementioned drawbacks in detecting abnormal status of a person. The proposed (FAC-HAR) system uses three different sensors namely heartbeat, breathing rate and accelerometer and employs fuzzy clustering and associative classification for abnormality detection. The proposed system introduces a novel learning mechanism is to improve classification accuracy. A classification accuracy of 92% is achieved with the proposed fuzzy frequent pattern mining based human activity recognition." @default.
- W2023166545 created "2016-06-24" @default.
- W2023166545 creator A5034592458 @default.
- W2023166545 creator A5041875808 @default.
- W2023166545 creator A5051485406 @default.
- W2023166545 creator A5056077219 @default.
- W2023166545 creator A5076192871 @default.
- W2023166545 date "2013-07-01" @default.
- W2023166545 modified "2023-09-27" @default.
- W2023166545 title "Adaptive learning based human activity and fall detection using fuzzy frequent pattern mining" @default.
- W2023166545 cites W1497385253 @default.
- W2023166545 cites W1982434105 @default.
- W2023166545 cites W1984489625 @default.
- W2023166545 cites W1995450389 @default.
- W2023166545 cites W2038628524 @default.
- W2023166545 cites W2073139398 @default.
- W2023166545 cites W2105746832 @default.
- W2023166545 cites W2114868488 @default.
- W2023166545 cites W2145591771 @default.
- W2023166545 cites W2145784365 @default.
- W2023166545 cites W2148048965 @default.
- W2023166545 cites W2148850601 @default.
- W2023166545 cites W2149135044 @default.
- W2023166545 cites W2161808386 @default.
- W2023166545 cites W2166855747 @default.
- W2023166545 cites W2168538666 @default.
- W2023166545 cites W47322132 @default.
- W2023166545 doi "https://doi.org/10.1109/icrtit.2013.6844293" @default.
- W2023166545 hasPublicationYear "2013" @default.
- W2023166545 type Work @default.
- W2023166545 sameAs 2023166545 @default.
- W2023166545 citedByCount "4" @default.
- W2023166545 countsByYear W20231665452015 @default.
- W2023166545 countsByYear W20231665452017 @default.
- W2023166545 countsByYear W20231665452018 @default.
- W2023166545 countsByYear W20231665452020 @default.
- W2023166545 crossrefType "proceedings-article" @default.
- W2023166545 hasAuthorship W2023166545A5034592458 @default.
- W2023166545 hasAuthorship W2023166545A5041875808 @default.
- W2023166545 hasAuthorship W2023166545A5051485406 @default.
- W2023166545 hasAuthorship W2023166545A5056077219 @default.
- W2023166545 hasAuthorship W2023166545A5076192871 @default.
- W2023166545 hasConcept C110083411 @default.
- W2023166545 hasConcept C111919701 @default.
- W2023166545 hasConcept C119857082 @default.
- W2023166545 hasConcept C121687571 @default.
- W2023166545 hasConcept C12267149 @default.
- W2023166545 hasConcept C124101348 @default.
- W2023166545 hasConcept C13852961 @default.
- W2023166545 hasConcept C149635348 @default.
- W2023166545 hasConcept C150594956 @default.
- W2023166545 hasConcept C153180895 @default.
- W2023166545 hasConcept C154945302 @default.
- W2023166545 hasConcept C15744967 @default.
- W2023166545 hasConcept C159423971 @default.
- W2023166545 hasConcept C202444582 @default.
- W2023166545 hasConcept C33923547 @default.
- W2023166545 hasConcept C38652104 @default.
- W2023166545 hasConcept C41008148 @default.
- W2023166545 hasConcept C50965678 @default.
- W2023166545 hasConcept C52001869 @default.
- W2023166545 hasConcept C58166 @default.
- W2023166545 hasConcept C73555534 @default.
- W2023166545 hasConcept C77805123 @default.
- W2023166545 hasConcept C89805583 @default.
- W2023166545 hasConcept C95623464 @default.
- W2023166545 hasConceptScore W2023166545C110083411 @default.
- W2023166545 hasConceptScore W2023166545C111919701 @default.
- W2023166545 hasConceptScore W2023166545C119857082 @default.
- W2023166545 hasConceptScore W2023166545C121687571 @default.
- W2023166545 hasConceptScore W2023166545C12267149 @default.
- W2023166545 hasConceptScore W2023166545C124101348 @default.
- W2023166545 hasConceptScore W2023166545C13852961 @default.
- W2023166545 hasConceptScore W2023166545C149635348 @default.
- W2023166545 hasConceptScore W2023166545C150594956 @default.
- W2023166545 hasConceptScore W2023166545C153180895 @default.
- W2023166545 hasConceptScore W2023166545C154945302 @default.
- W2023166545 hasConceptScore W2023166545C15744967 @default.
- W2023166545 hasConceptScore W2023166545C159423971 @default.
- W2023166545 hasConceptScore W2023166545C202444582 @default.
- W2023166545 hasConceptScore W2023166545C33923547 @default.
- W2023166545 hasConceptScore W2023166545C38652104 @default.
- W2023166545 hasConceptScore W2023166545C41008148 @default.
- W2023166545 hasConceptScore W2023166545C50965678 @default.
- W2023166545 hasConceptScore W2023166545C52001869 @default.
- W2023166545 hasConceptScore W2023166545C58166 @default.
- W2023166545 hasConceptScore W2023166545C73555534 @default.
- W2023166545 hasConceptScore W2023166545C77805123 @default.
- W2023166545 hasConceptScore W2023166545C89805583 @default.
- W2023166545 hasConceptScore W2023166545C95623464 @default.
- W2023166545 hasLocation W20231665451 @default.
- W2023166545 hasOpenAccess W2023166545 @default.
- W2023166545 hasPrimaryLocation W20231665451 @default.
- W2023166545 hasRelatedWork W1632255545 @default.
- W2023166545 hasRelatedWork W1970350787 @default.
- W2023166545 hasRelatedWork W2006519005 @default.
- W2023166545 hasRelatedWork W2045219274 @default.
- W2023166545 hasRelatedWork W2060860432 @default.
- W2023166545 hasRelatedWork W2062210317 @default.
- W2023166545 hasRelatedWork W2109338340 @default.