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A Java application to process GPS data.
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sameerak/GeoDataAnalysis
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An implementation that uses GeoTools quickstart [1,2,3], to analyse GPS data. Delaunay Triangulation [4] - Along with this tool, Java implementation of S-hull algorithm [5] for finding the Delaunay triangulation of a point set is available. Gaberiel Graph [6] - Gabriel Graph is constructed using the Delaunay triangulation as the input [7]. Stepping Stone Graph [8] - A graph useful to analyze movement aspects of a data set. Diversion Graph [9] - A graph similar to the Stepping Stone Graph, but faster to create. Shortest Path Graph [10, 11] - This graph aims to align created edges along the shortest paths taken over the given point set. Build and usage instructions can be found in following blog posts in http://sameerak-blog.blogspot.com/. - http://sameerak-blog.blogspot.com/2019/11/gps-data-analysis-using-geotools.html - http://sameerak-blog.blogspot.com/2019/12/s-hull-algorithm-for-creating-delaunay.html - http://sameerak-blog.blogspot.com/2019/12/gabriel-graph-and-stepping-stone-graph.html - http://sameerak-blog.blogspot.com/2020/08/shortest-path-graph.html [1] https://www.geotools.org/ [2] http://docs.geotools.org/latest/userguide/tutorial/quickstart/index.html [3] http://docs.geotools.org/latest/userguide/tutorial/quickstart/maven.html [4] https://en.wikipedia.org/wiki/Delaunay_triangulation [5] https://arxiv.org/abs/1604.01428 [6] https://en.wikipedia.org/wiki/Gabriel_graph [7] https://academic.oup.com/sysbio/article-abstract/18/3/259/1624465 [8] https://dl.acm.org/doi/10.1145/3274895.3274913 [9] https://doi.org/10.4230/LIPIcs.GIScience.2021.I.7 [10] https://dl.acm.org/doi/abs/10.1145/2093973.2094010 [11] https://en.wikipedia.org/wiki/Shortest-path_graph
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