Identification of activity stop locations in GPS trajectories by DBSCAN-TE method combined with support vector machines
Tóm tắt
Từ khóa
Tài liệu tham khảo
Das, 2016, Automated urban travel interpretation: A bottom-up approach for trajectory segmentation, Sensors, 16, 1962, 10.3390/s16111962
Ester, 1996, 226
Fu, 2016, A two-step clustering approach to extract locations from individual GPS trajectory data, ISPRS International Journal of Geo-Information, 5, 166, 10.3390/ijgi5100166
Gingerich, 2016, Classifying the purpose of stopped truck events: An application of entropy to GPS data, Transportation Research Part C: Emerging Technologies, 64, 17, 10.1016/j.trc.2016.01.002
Gong, 2015, Identification of activity stop locations in GPS trajectories by density-based clustering method combined with support vector machines, Journal of Modern Transportation, 23, 202, 10.1007/s40534-015-0079-x
Hsu, C.-W., Chang, C.-C., Lin, C.-J., 2010. A practical guide to support vector classification 2010 URL http://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf
Lin, K., Xu, Z., Qiu, M., Wang, X., Han, T., 2016. Noise filtering, trajectory compression and trajectory segmentation on GPS data, Computer Science & Education (ICCSE), 2016 11th International Conference on. IEEE, pp. 490-495.
Maruyama, T., Mizokami, S., Hato, E., 2014. A Smartphone-Based Travel Survey Trial Conducted in Kumamoto, Japan: An Examination of Voluntary Participants’ Attributes, Transportation Research Board 93rd Annual Meeting, Washington D.C., USA.
Moreno, B., Times, V.C., Renso, C., Bogorny, V., 2010. Looking inside the stops of trajectories of moving objects, Geoinfo, pp. 9–20.
Prelipcean, 2016, Measures of transport mode segmentation of trajectories, International Journal of Geographical Information Science, 30, 1763, 10.1080/13658816.2015.1137297
Rocha, J.A.M., Times, V.C., Oliveira, G., Alvares, L.O., Bogorny, V., 2010. DB-SMoT: A direction-based spatio-temporal clustering method, Intelligent Systems (IS), 2010 5th IEEE International Conference. IEEE, pp. 114-119.
Safi, 2016, A trip-detection method for smartphone-assisted travel data collection, Transportation Research Record: Journal of the Transportation Research Board, 18, 10.3141/2594-03
Xiang, 2016, Extracting stops from noisy trajectories: a sequence oriented clustering approach, ISPRS International Journal of Geo-Information, 5, 29, 10.3390/ijgi5030029
Zhao, 2015, Exploratory analysis of a smartphone-based travel survey in Singapore, Transportation Research Record: Journal of the Transportation Research Board, 2, 45, 10.3141/2494-06