FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2969876073> ?p ?o ?g. }

• W2969876073 endingPage "321" @default.
• W2969876073 startingPage "307" @default.
• W2969876073 abstract "Detection of anomalous patterns from traffic data is closely related to analysis of traffic accidents, fault detection, flow management, and new infrastructure planning. Existing methods on traffic anomaly detection are modelled on taxi trajectory data and have shortcoming that the data may lose much information about actual road traffic situation, as taxi drivers can select optimal route for themselves to avoid traffic anomalies. We employ bus trajectory data as it reflects real traffic conditions on the road to detect city-wide anomalous traffic patterns and to provide broader range of insights into these anomalies. Taking these considerations, we first propose a feature visualization method by mapping extracted 3-dimensional hidden features to red-green-blue (RGB) color space with a deep sparse autoencoder (DSAE). A color trajectory (CT) is produced by encoding a trajectory with RGB colors. Then, a novel algorithm is devised to detect spatio-temporal outliers with spatial and temporal properties extracted from the CT. We also integrate the CT with the geographic information system (GIS) map to obtain insights for understanding the traffic anomaly locations, and more importantly the road influence affected by the corresponding anomalies. Our proposed method was tested on three real-world bus trajectory data sets to demonstrate the excellent performance of high detection rates and low false alarm rates." @default.
• W2969876073 created "2019-08-29" @default.
• W2969876073 creator A5016622484 @default.
• W2969876073 creator A5017861049 @default.
• W2969876073 creator A5018620403 @default.
• W2969876073 creator A5042468879 @default.
• W2969876073 creator A5045600512 @default.
• W2969876073 creator A5079911106 @default.
• W2969876073 date "2019-01-01" @default.
• W2969876073 modified "2023-09-23" @default.
• W2969876073 title "Detection of Anomalous Traffic Patterns and Insight Analysis from Bus Trajectory Data" @default.
• W2969876073 cites W1624836516 @default.
• W2969876073 cites W1999432478 @default.
• W2969876073 cites W2013389316 @default.
• W2969876073 cites W2017380649 @default.
• W2969876073 cites W2058732752 @default.
• W2969876073 cites W2093855404 @default.
• W2969876073 cites W2117618130 @default.
• W2969876073 cites W2122646361 @default.
• W2969876073 cites W2136975357 @default.
• W2969876073 cites W2477008314 @default.
• W2969876073 cites W2586457790 @default.
• W2969876073 cites W2600859289 @default.
• W2969876073 cites W2743812350 @default.
• W2969876073 cites W2870240865 @default.
• W2969876073 cites W2909025275 @default.
• W2969876073 cites W3161677312 @default.
• W2969876073 doi "https://doi.org/10.1007/978-3-030-29894-4_26" @default.
• W2969876073 hasPublicationYear "2019" @default.
• W2969876073 type Work @default.
• W2969876073 sameAs 2969876073 @default.
• W2969876073 citedByCount "0" @default.
• W2969876073 crossrefType "book-chapter" @default.
• W2969876073 hasAuthorship W2969876073A5016622484 @default.
• W2969876073 hasAuthorship W2969876073A5017861049 @default.
• W2969876073 hasAuthorship W2969876073A5018620403 @default.
• W2969876073 hasAuthorship W2969876073A5042468879 @default.
• W2969876073 hasAuthorship W2969876073A5045600512 @default.
• W2969876073 hasAuthorship W2969876073A5079911106 @default.
• W2969876073 hasBestOaLocation W29698760732 @default.
• W2969876073 hasConcept C101738243 @default.
• W2969876073 hasConcept C121332964 @default.
• W2969876073 hasConcept C124101348 @default.
• W2969876073 hasConcept C1276947 @default.
• W2969876073 hasConcept C13662910 @default.
• W2969876073 hasConcept C138885662 @default.
• W2969876073 hasConcept C153180895 @default.
• W2969876073 hasConcept C154945302 @default.
• W2969876073 hasConcept C207512268 @default.
• W2969876073 hasConcept C2776401178 @default.
• W2969876073 hasConcept C31258907 @default.
• W2969876073 hasConcept C31972630 @default.
• W2969876073 hasConcept C41008148 @default.
• W2969876073 hasConcept C41895202 @default.
• W2969876073 hasConcept C50644808 @default.
• W2969876073 hasConcept C739882 @default.
• W2969876073 hasConcept C79337645 @default.
• W2969876073 hasConcept C82990744 @default.
• W2969876073 hasConceptScore W2969876073C101738243 @default.
• W2969876073 hasConceptScore W2969876073C121332964 @default.
• W2969876073 hasConceptScore W2969876073C124101348 @default.
• W2969876073 hasConceptScore W2969876073C1276947 @default.
• W2969876073 hasConceptScore W2969876073C13662910 @default.
• W2969876073 hasConceptScore W2969876073C138885662 @default.
• W2969876073 hasConceptScore W2969876073C153180895 @default.
• W2969876073 hasConceptScore W2969876073C154945302 @default.
• W2969876073 hasConceptScore W2969876073C207512268 @default.
• W2969876073 hasConceptScore W2969876073C2776401178 @default.
• W2969876073 hasConceptScore W2969876073C31258907 @default.
• W2969876073 hasConceptScore W2969876073C31972630 @default.
• W2969876073 hasConceptScore W2969876073C41008148 @default.
• W2969876073 hasConceptScore W2969876073C41895202 @default.
• W2969876073 hasConceptScore W2969876073C50644808 @default.
• W2969876073 hasConceptScore W2969876073C739882 @default.
• W2969876073 hasConceptScore W2969876073C79337645 @default.
• W2969876073 hasConceptScore W2969876073C82990744 @default.
• W2969876073 hasLocation W29698760731 @default.
• W2969876073 hasLocation W29698760732 @default.
• W2969876073 hasOpenAccess W2969876073 @default.
• W2969876073 hasPrimaryLocation W29698760731 @default.
• W2969876073 hasRelatedWork W1540836193 @default.
• W2969876073 hasRelatedWork W1999432478 @default.
• W2969876073 hasRelatedWork W2014542104 @default.
• W2969876073 hasRelatedWork W2073197808 @default.
• W2969876073 hasRelatedWork W2098722118 @default.
• W2969876073 hasRelatedWork W2161190103 @default.
• W2969876073 hasRelatedWork W2547208782 @default.
• W2969876073 hasRelatedWork W2603493555 @default.
• W2969876073 hasRelatedWork W2609535044 @default.
• W2969876073 hasRelatedWork W2805388899 @default.
• W2969876073 hasRelatedWork W2956623825 @default.
• W2969876073 hasRelatedWork W3014022945 @default.
• W2969876073 hasRelatedWork W306989095 @default.
• W2969876073 hasRelatedWork W3080342508 @default.
• W2969876073 hasRelatedWork W3094684042 @default.
• W2969876073 hasRelatedWork W3114925004 @default.
• W2969876073 hasRelatedWork W3157159353 @default.
• W2969876073 hasRelatedWork W3170932906 @default.

• next