Matches in SemOpenAlex for { <https://semopenalex.org/work/W2489965433> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2489965433 abstract "Global demographics show a steady growth in the population of cognitively impaired patients. Consequently, the aging societies are looking to adopt smart technologies in healthcare services to early detect the onset of cognitive decline. These technologies include advanced methods that enable continuous in-house monitoring of the elderly's activities through unobtrusive sensing for recognizing abnormal behaviors that may indicate cognitive deficits. In an earlier work, we proposed a technique to detect the early symptoms of cognitive impairment by continuously monitoring the daily behavior of an elderly at home to recognize fine-grained abnormal behaviors. Recognition was based on rule-based descriptions of anomalies manually defined by domain experts. However, those rules strongly depend on the specific home environment, on the used sensors, and on the particular habits of the elderly; hence, their definition is time-expensive, and rules are not seamlessly portable to different environments. In order to address this issue, in this paper we propose a method to automatically learn the rule-based definitions of behavioral anomalies. In particular, we use a rule induction algorithm to infer those rules based on a dataset of activities and anomalies. We evaluated our method using a dataset of activities and abnormal behaviors carried out in an instrumented smart home. Our method achieves high precision and recall values, around 0.97 and 0.85, respectively, which are comparable to those obtained using manually-defined rules." @default.
- W2489965433 created "2016-08-23" @default.
- W2489965433 creator A5010533347 @default.
- W2489965433 creator A5074097123 @default.
- W2489965433 creator A5076439402 @default.
- W2489965433 date "2016-04-04" @default.
- W2489965433 modified "2023-09-23" @default.
- W2489965433 title "Towards automatic induction of abnormal behavioral patterns for recognizing mild cognitive impairment" @default.
- W2489965433 cites W1485719582 @default.
- W2489965433 cites W1567149586 @default.
- W2489965433 cites W1644143258 @default.
- W2489965433 cites W1670263352 @default.
- W2489965433 cites W1671614046 @default.
- W2489965433 cites W1840019162 @default.
- W2489965433 cites W1972794640 @default.
- W2489965433 cites W1979062552 @default.
- W2489965433 cites W2015200434 @default.
- W2489965433 cites W2028436804 @default.
- W2489965433 cites W2045487373 @default.
- W2489965433 cites W2092877006 @default.
- W2489965433 cites W2111746072 @default.
- W2489965433 cites W2133990480 @default.
- W2489965433 cites W2136000097 @default.
- W2489965433 cites W2165115508 @default.
- W2489965433 doi "https://doi.org/10.1145/2851613.2851687" @default.
- W2489965433 hasPublicationYear "2016" @default.
- W2489965433 type Work @default.
- W2489965433 sameAs 2489965433 @default.
- W2489965433 citedByCount "8" @default.
- W2489965433 countsByYear W24899654332016 @default.
- W2489965433 countsByYear W24899654332017 @default.
- W2489965433 countsByYear W24899654332018 @default.
- W2489965433 countsByYear W24899654332019 @default.
- W2489965433 countsByYear W24899654332020 @default.
- W2489965433 countsByYear W24899654332022 @default.
- W2489965433 crossrefType "proceedings-article" @default.
- W2489965433 hasAuthorship W2489965433A5010533347 @default.
- W2489965433 hasAuthorship W2489965433A5074097123 @default.
- W2489965433 hasAuthorship W2489965433A5076439402 @default.
- W2489965433 hasConcept C100660578 @default.
- W2489965433 hasConcept C119857082 @default.
- W2489965433 hasConcept C144024400 @default.
- W2489965433 hasConcept C149923435 @default.
- W2489965433 hasConcept C154945302 @default.
- W2489965433 hasConcept C15744967 @default.
- W2489965433 hasConcept C169760540 @default.
- W2489965433 hasConcept C169900460 @default.
- W2489965433 hasConcept C180747234 @default.
- W2489965433 hasConcept C2776780472 @default.
- W2489965433 hasConcept C2780084366 @default.
- W2489965433 hasConcept C2908647359 @default.
- W2489965433 hasConcept C2984915365 @default.
- W2489965433 hasConcept C41008148 @default.
- W2489965433 hasConcept C71924100 @default.
- W2489965433 hasConcept C81669768 @default.
- W2489965433 hasConcept C99454951 @default.
- W2489965433 hasConceptScore W2489965433C100660578 @default.
- W2489965433 hasConceptScore W2489965433C119857082 @default.
- W2489965433 hasConceptScore W2489965433C144024400 @default.
- W2489965433 hasConceptScore W2489965433C149923435 @default.
- W2489965433 hasConceptScore W2489965433C154945302 @default.
- W2489965433 hasConceptScore W2489965433C15744967 @default.
- W2489965433 hasConceptScore W2489965433C169760540 @default.
- W2489965433 hasConceptScore W2489965433C169900460 @default.
- W2489965433 hasConceptScore W2489965433C180747234 @default.
- W2489965433 hasConceptScore W2489965433C2776780472 @default.
- W2489965433 hasConceptScore W2489965433C2780084366 @default.
- W2489965433 hasConceptScore W2489965433C2908647359 @default.
- W2489965433 hasConceptScore W2489965433C2984915365 @default.
- W2489965433 hasConceptScore W2489965433C41008148 @default.
- W2489965433 hasConceptScore W2489965433C71924100 @default.
- W2489965433 hasConceptScore W2489965433C81669768 @default.
- W2489965433 hasConceptScore W2489965433C99454951 @default.
- W2489965433 hasLocation W24899654331 @default.
- W2489965433 hasOpenAccess W2489965433 @default.
- W2489965433 hasPrimaryLocation W24899654331 @default.
- W2489965433 hasRelatedWork W2335210997 @default.
- W2489965433 hasRelatedWork W2351883331 @default.
- W2489965433 hasRelatedWork W2361961772 @default.
- W2489965433 hasRelatedWork W2365966323 @default.
- W2489965433 hasRelatedWork W2415732006 @default.
- W2489965433 hasRelatedWork W2461935815 @default.
- W2489965433 hasRelatedWork W3030536517 @default.
- W2489965433 hasRelatedWork W3095684269 @default.
- W2489965433 hasRelatedWork W3149788039 @default.
- W2489965433 hasRelatedWork W3216477870 @default.
- W2489965433 isParatext "false" @default.
- W2489965433 isRetracted "false" @default.
- W2489965433 magId "2489965433" @default.
- W2489965433 workType "article" @default.