Detecting anomalous trajectories and traffic services
| dc.contributor.author | Ismael, Mazen | |
| dc.contributor.editor | Steinberger, Josef | |
| dc.contributor.editor | Zíma, Martin | |
| dc.contributor.editor | Fiala, Dalibor | |
| dc.contributor.editor | Dostal, Martin | |
| dc.contributor.editor | Nykl, Michal | |
| dc.date.accessioned | 2017-10-09T12:16:15Z | |
| dc.date.available | 2017-10-09T12:16:15Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract-translated | Among the traffic studies; the importance of detecting anomalous trajectories of vehicles rises to support many services, starting from securing and safety services to the maps and navigation services. The combination of many methods and concepts could offer interesting advantages, and iBAT (Isolation-Based Anomalous Trajectory) is one of the advanced frameworks which detect anomalous traffic trajectories. iBOAT (Isolation Based Online Trajectory) came after that as a version of iBAT able to process online data. Be-side of that, using semantic locations could support the navigations studies, and increase the maps' accuracy. In fact, developing the iBOAT framework with use semantic ocation could bring out interesting results. The aim of this paper is to present the progress of detecting anomalous driving patterns from GPS trajecto-ries, which will be achieved by using the concept of semantic locations for improving the scene partitioning. | en |
| dc.format | 6 s. | cs |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | STEINBERGER, Josef ed.; ZÍMA, Martin ed.; FIALA, Dalibor ed.; DOSTAL, Martin ed.; NYKL, Michal ed. Data a znalosti 2017: sborník konference, Plzeň, Hotel Angelo 5. - 6. října 2017. 1. vyd. Plzeň: Západočeská univerzita v Plzni, 2017, s. 192-197. ISBN 978-80-261-0720-0. | cs |
| dc.identifier.isbn | 978-80-261-0720-0 | |
| dc.identifier.uri | https://www.zcu.cz/export/sites/zcu/pracoviste/vyd/online/DataAZnalosti2017.pdf | |
| dc.identifier.uri | http://hdl.handle.net/11025/26362 | |
| dc.language.iso | en | en |
| dc.publisher | Západočeská univerzita v Plzni | cs |
| dc.rights | © Západočeská univerzita v Plzni | cs |
| dc.rights.access | openAccess | en |
| dc.subject | anomální trajektorie | cs |
| dc.subject | sémantická poloha | cs |
| dc.subject | doprava | cs |
| dc.subject | iBAT/iBOAT | cs |
| dc.subject.translated | anomalous trajectory | en |
| dc.subject.translated | semantic location | en |
| dc.subject.translated | traffic | en |
| dc.subject.translated | iBAT/iBOAT | en |
| dc.title | Detecting anomalous trajectories and traffic services | en |
| dc.type | konferenční příspěvek | cs |
| dc.type | conferenceObject | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |
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