Matches in SemOpenAlex for { <https://semopenalex.org/work/W3391489> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W3391489 endingPage "783" @default.
- W3391489 startingPage "776" @default.
- W3391489 abstract "We present a machine learning technique that recognizes patterns of normal movement, using GPS data and time stamps, to gain the ability to detect regions of time containing abnormal movement. We argue people move throughout regions of time in established patterns, and a person’s normal movement can be learned by machines. We use intelligent features extracted from raw GPS data with time stamps, to describe a person’s movement over discrete regions of time. Then we use a nearest neighbor approach to determine outliers in a distribution of time regions. We consider outliers as time regions where patterns of established normal movement have been violated. Ultimately, we produce a distance range value for a distribution in conjunction with normalized scores depicting the degree to which each time region contained movement consistent with the other time regions being analyzed. We also produce a classification of each day as normal or abnormal." @default.
- W3391489 created "2016-06-24" @default.
- W3391489 creator A5005432053 @default.
- W3391489 creator A5008375607 @default.
- W3391489 creator A5026961015 @default.
- W3391489 creator A5035370466 @default.
- W3391489 date "2008-01-01" @default.
- W3391489 modified "2023-09-23" @default.
- W3391489 title "Path Normalcy Analysis Using Nearest Neighbor Outlier Detection." @default.
- W3391489 cites W151503845 @default.
- W3391489 cites W1643892426 @default.
- W3391489 cites W2009155608 @default.
- W3391489 cites W2023932096 @default.
- W3391489 cites W2137130182 @default.
- W3391489 cites W2164466012 @default.
- W3391489 cites W231003223 @default.
- W3391489 cites W2546927405 @default.
- W3391489 hasPublicationYear "2008" @default.
- W3391489 type Work @default.
- W3391489 sameAs 3391489 @default.
- W3391489 citedByCount "1" @default.
- W3391489 crossrefType "proceedings-article" @default.
- W3391489 hasAuthorship W3391489A5005432053 @default.
- W3391489 hasAuthorship W3391489A5008375607 @default.
- W3391489 hasAuthorship W3391489A5026961015 @default.
- W3391489 hasAuthorship W3391489A5035370466 @default.
- W3391489 hasConcept C107038049 @default.
- W3391489 hasConcept C113238511 @default.
- W3391489 hasConcept C138885662 @default.
- W3391489 hasConcept C153180895 @default.
- W3391489 hasConcept C154945302 @default.
- W3391489 hasConcept C159985019 @default.
- W3391489 hasConcept C192562407 @default.
- W3391489 hasConcept C199360897 @default.
- W3391489 hasConcept C204323151 @default.
- W3391489 hasConcept C2777735758 @default.
- W3391489 hasConcept C2780226923 @default.
- W3391489 hasConcept C31972630 @default.
- W3391489 hasConcept C41008148 @default.
- W3391489 hasConcept C60229501 @default.
- W3391489 hasConcept C739882 @default.
- W3391489 hasConcept C76155785 @default.
- W3391489 hasConcept C79337645 @default.
- W3391489 hasConceptScore W3391489C107038049 @default.
- W3391489 hasConceptScore W3391489C113238511 @default.
- W3391489 hasConceptScore W3391489C138885662 @default.
- W3391489 hasConceptScore W3391489C153180895 @default.
- W3391489 hasConceptScore W3391489C154945302 @default.
- W3391489 hasConceptScore W3391489C159985019 @default.
- W3391489 hasConceptScore W3391489C192562407 @default.
- W3391489 hasConceptScore W3391489C199360897 @default.
- W3391489 hasConceptScore W3391489C204323151 @default.
- W3391489 hasConceptScore W3391489C2777735758 @default.
- W3391489 hasConceptScore W3391489C2780226923 @default.
- W3391489 hasConceptScore W3391489C31972630 @default.
- W3391489 hasConceptScore W3391489C41008148 @default.
- W3391489 hasConceptScore W3391489C60229501 @default.
- W3391489 hasConceptScore W3391489C739882 @default.
- W3391489 hasConceptScore W3391489C76155785 @default.
- W3391489 hasConceptScore W3391489C79337645 @default.
- W3391489 hasLocation W33914891 @default.
- W3391489 hasOpenAccess W3391489 @default.
- W3391489 hasPrimaryLocation W33914891 @default.
- W3391489 hasRelatedWork W114130306 @default.
- W3391489 hasRelatedWork W174362924 @default.
- W3391489 hasRelatedWork W181442886 @default.
- W3391489 hasRelatedWork W1981914622 @default.
- W3391489 hasRelatedWork W1985604974 @default.
- W3391489 hasRelatedWork W2062957446 @default.
- W3391489 hasRelatedWork W2111964474 @default.
- W3391489 hasRelatedWork W2331900561 @default.
- W3391489 hasRelatedWork W2362413895 @default.
- W3391489 hasRelatedWork W2371614921 @default.
- W3391489 hasRelatedWork W2379772050 @default.
- W3391489 hasRelatedWork W2499112530 @default.
- W3391489 hasRelatedWork W2516785788 @default.
- W3391489 hasRelatedWork W2890061582 @default.
- W3391489 hasRelatedWork W2939564770 @default.
- W3391489 hasRelatedWork W3134435763 @default.
- W3391489 hasRelatedWork W964460774 @default.
- W3391489 hasRelatedWork W2839978094 @default.
- W3391489 hasRelatedWork W2905112070 @default.
- W3391489 hasRelatedWork W3082029770 @default.
- W3391489 isParatext "false" @default.
- W3391489 isRetracted "false" @default.
- W3391489 magId "3391489" @default.
- W3391489 workType "article" @default.