Matches in SemOpenAlex for { <https://semopenalex.org/work/W2785498906> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W2785498906 abstract "Traditionally travel time estimation is performed through data from loop detectors. However, this solution is not truly scalable because of the high cost associated with the installation and maintenance of loop detectors in large transportation networks. As GPS-equipped devices become increasingly common, it proves to be a more viable alternative data source for travel time estimation. Previous studies have successfully estimated travel time with good accuracy either from loop detectors data or GPS data. In this paper, we present a nearest-neighbor method for estimating travel time with partial information, using a distance measure derived from analytical models of the relationship between travel time and trip features. Our method is compared to a baseline nearest-neighbor method using generic Euclidean distance as its distance metric. We tested both methods on 1 million taxi trips and found that our method has successfully reduced the mean absolute percentage error (MAPE) value to 22.29% which is a 16% improvement over the baseline method." @default.
- W2785498906 created "2018-02-23" @default.
- W2785498906 creator A5018942019 @default.
- W2785498906 creator A5036033752 @default.
- W2785498906 creator A5082613025 @default.
- W2785498906 creator A5086295010 @default.
- W2785498906 date "2017-11-01" @default.
- W2785498906 modified "2023-09-27" @default.
- W2785498906 title "Estimation of travel time from taxi GPS data" @default.
- W2785498906 cites W1772240793 @default.
- W2785498906 cites W1977594918 @default.
- W2785498906 cites W1990944951 @default.
- W2785498906 cites W2052848632 @default.
- W2785498906 cites W2088906176 @default.
- W2785498906 cites W2099570021 @default.
- W2785498906 cites W2100015268 @default.
- W2785498906 cites W2117131941 @default.
- W2785498906 cites W2144475703 @default.
- W2785498906 cites W2150010190 @default.
- W2785498906 cites W2152196380 @default.
- W2785498906 cites W2161031336 @default.
- W2785498906 cites W2165558283 @default.
- W2785498906 cites W2169481698 @default.
- W2785498906 cites W2203947310 @default.
- W2785498906 doi "https://doi.org/10.1109/ssci.2017.8280963" @default.
- W2785498906 hasPublicationYear "2017" @default.
- W2785498906 type Work @default.
- W2785498906 sameAs 2785498906 @default.
- W2785498906 citedByCount "2" @default.
- W2785498906 countsByYear W27854989062021 @default.
- W2785498906 countsByYear W27854989062022 @default.
- W2785498906 crossrefType "proceedings-article" @default.
- W2785498906 hasAuthorship W2785498906A5018942019 @default.
- W2785498906 hasAuthorship W2785498906A5036033752 @default.
- W2785498906 hasAuthorship W2785498906A5082613025 @default.
- W2785498906 hasAuthorship W2785498906A5086295010 @default.
- W2785498906 hasConcept C127413603 @default.
- W2785498906 hasConcept C201995342 @default.
- W2785498906 hasConcept C22212356 @default.
- W2785498906 hasConcept C2985733770 @default.
- W2785498906 hasConcept C41008148 @default.
- W2785498906 hasConcept C60229501 @default.
- W2785498906 hasConcept C76155785 @default.
- W2785498906 hasConcept C79403827 @default.
- W2785498906 hasConcept C96250715 @default.
- W2785498906 hasConceptScore W2785498906C127413603 @default.
- W2785498906 hasConceptScore W2785498906C201995342 @default.
- W2785498906 hasConceptScore W2785498906C22212356 @default.
- W2785498906 hasConceptScore W2785498906C2985733770 @default.
- W2785498906 hasConceptScore W2785498906C41008148 @default.
- W2785498906 hasConceptScore W2785498906C60229501 @default.
- W2785498906 hasConceptScore W2785498906C76155785 @default.
- W2785498906 hasConceptScore W2785498906C79403827 @default.
- W2785498906 hasConceptScore W2785498906C96250715 @default.
- W2785498906 hasLocation W27854989061 @default.
- W2785498906 hasOpenAccess W2785498906 @default.
- W2785498906 hasPrimaryLocation W27854989061 @default.
- W2785498906 hasRelatedWork W2147456671 @default.
- W2785498906 hasRelatedWork W2361330723 @default.
- W2785498906 hasRelatedWork W2368421871 @default.
- W2785498906 hasRelatedWork W2912600779 @default.
- W2785498906 hasRelatedWork W3041799962 @default.
- W2785498906 hasRelatedWork W3047668811 @default.
- W2785498906 hasRelatedWork W4308068579 @default.
- W2785498906 hasRelatedWork W564234706 @default.
- W2785498906 hasRelatedWork W640474992 @default.
- W2785498906 hasRelatedWork W75442711 @default.
- W2785498906 isParatext "false" @default.
- W2785498906 isRetracted "false" @default.
- W2785498906 magId "2785498906" @default.
- W2785498906 workType "article" @default.