Path segmentation for movement trajectories with irregular sampling frequency using space-time interpolation and density-based spatial clustering

作者: Ying Song , Tianci Song , Rui Kuang

DOI: 10.1111/TGIS.12549

关键词:

摘要: … to define the spatial neighborhood. After applying DBSCAN and extracting clusters for candidate … parcels may indicate two activities (eg shopping and dining) in a business center. And a …

参考文章(32)
Max Zimmermann, Thomas Kirste, Myra Spiliopoulou, Finding Stops in Error-Prone Trajectories of Moving Objects with Time-Based Clustering internet measurement conference. pp. 275- 286 ,(2009) , 10.1007/978-3-642-10263-9_24
Joni A. Downs, Time-Geographic Density Estimation for Moving Point Objects Geographic Information Science. ,vol. 6292, pp. 16- 26 ,(2010) , 10.1007/978-3-642-15300-6_2
Derya Birant, Alp Kut, ST-DBSCAN: An algorithm for clustering spatial-temporal data data and knowledge engineering. ,vol. 60, pp. 208- 221 ,(2007) , 10.1016/J.DATAK.2006.01.013
Louiselle Sioui, Catherine Morency, Martin Trépanier, How Carsharing Affects the Travel Behavior of Households: A Case Study of Montréal, Canada International Journal of Sustainable Transportation. ,vol. 7, pp. 52- 69 ,(2013) , 10.1080/15568318.2012.660109
Stephan Winter, Zhang-Cai Yin, Directed movements in probabilistic time geography International Journal of Geographical Information Science. ,vol. 24, pp. 1349- 1365 ,(2010) , 10.1080/13658811003619150
Daniel Ashbrook, Thad Starner, Using GPS to learn significant locations and predict movement across multiple users ubiquitous computing. ,vol. 7, pp. 275- 286 ,(2003) , 10.1007/S00779-003-0240-0
Luis Otavio Alvares, Vania Bogorny, Bart Kuijpers, Jose Antonio Fernandes de Macedo, Bart Moelans, Alejandro Vaisman, None, A model for enriching trajectories with semantic geographical information advances in geographic information systems. pp. 22- ,(2007) , 10.1145/1341012.1341041
Christine Parent, Stefano Spaccapietra, Chiara Renso, Gennady Andrienko, Natalia Andrienko, Vania Bogorny, Maria Luisa Damiani, Aris Gkoulalas-Divanis, Jose Macedo, Nikos Pelekis, Yannis Theodoridis, Zhixian Yan, Semantic trajectories modeling and analysis ACM Computing Surveys. ,vol. 45, pp. 42- ,(2013) , 10.1145/2501654.2501656
Ying Song, Harvey J. Miller, Simulating visit probability distributions within planar space-time prisms International Journal of Geographical Information Science. ,vol. 28, pp. 104- 125 ,(2014) , 10.1080/13658816.2013.830308